LiveData beyond ViewModels by Marcos Damasceno

1. LiveData beyond ViewModels +Tasha Ramesh linkedin.com/in/akshataramesh Software Engineer @ Tinder +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder
2. +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder +Tasha Ramesh linkedin.com/in/akshataramesh Software Engineer @ Tinder
3. +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder +Tasha Ramesh linkedin.com/in/akshataramesh Software Engineer @ Tinder
4. +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder +Tasha Ramesh linkedin.com/in/akshataramesh Software Engineer @ Tinder
5. +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder +Tasha Ramesh linkedin.com/in/akshataramesh Software Engineer @ Tinder
6. +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder
7. +Akshata Ramesh Software Engineer @ Tinder Mobile apps in 2018
8. +Akshata Ramesh Software Engineer @ Tinder Mobile apps in 2018
9. +Akshata Ramesh Software Engineer @ Tinder Mobile apps in 2018
10. +Akshata Ramesh Software Engineer @ Tinder Mobile apps in 2018
11. +Akshata Ramesh Software Engineer @ Tinder Mobile apps in 2018
12. Mobile apps in 2018
13. Mobile apps in 2018
14. Mobile apps in 2018
19. CardContainer
20. CardContainer CardContainer ContentContainer
21. CardContainer ContentContainer CardContainer HeadlineText PreviewCarousel CardContainer ContentContainer
22. CardContainer ContentContainer CardContainer HeadlineText PreviewCarousel CardContainer ContentContainer Summary Biography Anthem CardContainer ContentContainer CardContainer HeadlineText PreviewCarousel CardContainer ContentContainer
25. Summary Biography Anthem CardContainer ContentContainer HeadlineText PreviewCarousel PageIndicator PicturesCarousel
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32. Summary Biography Anthem CardContainer ContentContainer HeadlineText PreviewCarousel PageIndicator PicturesCarousel
33. Fragments and Views
34. View Fragment listener listener listener View listener listener listener Fragments and Views
35. Activities, Fragments, and Views
36. Activity Fragment Fragment View View View View View View View View Fragment Activities, Fragments, and Views
37. Views are barebones Presenters handle the complexity of managing the Views Complex logic within the Presenter can be tested The MVP Approach
38. Are Views still barebones? But they need to coordinate their children… Presenters gain more responsibility Complex logic within the Presenter is more tedious to test The MVP Approach - With Complex View Hierarchy
39. UI Is Intrinsically Reactive
40. click click click UI Is Intrinsically Reactive
41. UI is asynchronous
42. view.viewTreeObserver.addOnGlobalLayoutListener( object : ViewTreeObserver.OnGlobalLayoutListener { override fun onGlobalLayout() { view.viewTreeObserver.removeOnGlobalLayoutListener(this) ... ... ... } } )
43. val newLayoutParams = getLayoutParams() newLayoutParams.width = 100 newLayoutParams.height = 200 viewTreeObserver.addOnPreDrawListener( object : ViewTreeObserver.OnPreDrawListener { override fun onPreDraw(): Boolean { view.viewTreeObserver.removeOnPreDrawListener(this) ... } } ) setLayoutParams(newLayoutParams)
44. view.viewTreeObserver.addOnPreDrawListener( object : ViewTreeObserver.OnPreDrawListener { override fun onPreDraw() { view.viewTreeObserver.removeOnPreDrawListener(this) ... ... ... } } )
45. The True Nature of UI
46. Embrace that UI is intrinsically reactive Android Framework API can be asynchronous UI needs to be able to handle configuration changes Components need to be choreographed and coordinated The True Nature of UI
47. View Models
48. ViewModels solve the need to handle UI across configuration changes View Models
49. Allows to form a reactive bridge to the core of the app ViewModels solve the need to handle UI across configuration changes View Models
50. Allows to form a reactive bridge to the core of the app Inherently bound to lifecycle of Activity or Fragment ViewModels solve the need to handle UI across configuration changes View Models
52. ViewModels, LiveData And Lifecycles, oh my - Lyla Fujiwara
53. LiveData
54. Bound to lifecycle of parent lifecycle owner (fragment, activity, etc) LiveData
55. LiveData Bound to lifecycle of parent lifecycle owner (fragment, activity, etc) Can be used to form connections between UI components that need to be interactive
56. LiveData Bound to lifecycle of parent lifecycle owner (fragment, activity, etc) Can be used to form connections between UI components that need to be interactive Acts like a BehaviorSubject from RxJava
57. LiveData
58. LiveData
59. LiveData subscribe
60. LiveData value_1 subscribe
61. LiveData value_1 subscribe
62. LiveData value_1 subscribe value_2
63. LiveData value_1 subscribe value_2
64. LiveData value_1 subscribe value_2
65. LiveData value_1 subscribe subscribe value_2
66. LiveData value_1 subscribe subscribe value_2
67. LiveData value_1 subscribe subscribe value_2 value_3
68. LiveData value_1 subscribe subscribe value_2 value_3
69. LiveData value_1 subscribe subscribe value_2 value_3
70. LiveData value_1 subscribe subscribe value_2 value_3
71. LiveData value_1 subscribe subscribe value_2 value_3
72. LiveData value_1 subscribe subscribe value_2 value_3
73. LiveData - Transformations.map.switchMap
74. LiveData version of operators LiveData - Transformations.map.switchMap
75. LiveData version of Rx operators Out of the box we have Map and SwitchMap LiveData - Transformations.map.switchMap
76. One-to-one static transformation Transformations.map.switchMap
77. One-to-one static transformation Transformations.map.switchMap private val user = MutableLiveData<User>() val birthdate: LiveData<Date> = Transformations.map(user) { convertDate(it.birthDate) } x
78. One-to-one static transformation Transformations.map.switchMap private val user = MutableLiveData<User>() val birthdate: LiveData<Date> = Transformations.map(user) { convertDate(it.birthDate) } x
79. One-to-one static transformation Transformations.map.switchMap private val user = MutableLiveData<User>() val birthdate: LiveData<Date> = Transformations.map(user) { convertDate(it.birthDate) } x private fun convertDate(date: String) : Date { val dateFormatter = SimpleDateFormat.getDateInstance() return dateFormatter.parse(date) } x
80. One-to-one static transformation Transformations.map.switchMap private val user = MutableLiveData<User>() val birthdate: LiveData<Date> = Transformations.map(user) { convertDate(it.birthDate) } x private fun convertDate(date: String) : Date { val dateFormatter = SimpleDateFormat.getDateInstance() return dateFormatter.parse(date) } x
81. One-to-one static transformation Transformations.map.switchMap
82. Transformations.switchMap
83. Transformations.switchMap One-to-one dynamic transformation
84. Transformations.switchMap One-to-one dynamic transformation private fun currentPhotoForIndex(index: Int) LiveData<String> {...}
85. Transformations.switchMap One-to-one dynamic transformation private fun currentPhotoForIndex(index: Int) LiveData<String> {...} val currentPhotoIndex = LiveData<Int>
86. Transformations.switchMap One-to-one dynamic transformation private fun currentPhotoForIndex(index: Int) LiveData<String> {...} val currentPhotoIndex = LiveData<Int> val currentPhotoByIndex = Transformations.switchMap(currentPhotoIndex) {index -> currentPhotoForIndex(index) }
87. Treating UI as a Network
88. Treating UI as a Network Activity Stopped Fragment Fragment Fragment Fragment Fragment Fragment Activity Started
89. Treating UI as a Network - With ViewModels Activity Stopped Fragment Activity Started Fragment Fragment Fragment Fragment Fragment ViewModel ViewModel ViewModel ViewModel ViewModel ViewModel
90. Fragments and ViewModel Imagine a Fragment or ViewGroup with many children all interacting with one another, and with their parents
91. Fragments and ViewModel Imagine a Fragment or ViewGroup with many children all interacting with one another, and with their parents Even the ViewModel could get complex pretty quickly
92. Fragments and ViewModel \ Imagine a Fragment or ViewGroup with many children all interacting with one another, and with their parents Even the ViewModel could get complex pretty quickly We’re using LiveData to handle granular View choreography within the Fragment…
93. Fragments and ViewModel Fragment View View View View View ViewModel LiveData LiveData LiveData LiveData
94. Can we simplify? If we took a step back and really looked at the changes that the UI goes through
95. Can we simplify? If we took a step back and really looked at the changes that the UI goes through Certain transitions of the UI can be grouped together to form states
96. Can we simplify? If we took a step back and really looked at the changes that the UI goes through Certain transitions of the UI can be grouped together to form states UI can react to those states not even caring what caused those states in the first place
97. State 1 State 2 State 3 click click click
98. UI and States with LiveData
99. StateA StateB StateC StateLiveData click click click
100. State Machines
101. A B C Action Action Action Action Action Action State Machines State + Action = State Quantifiable manifestation of a reactive system. And since UI is intrinsically reactive...
102. State Machines For when UX can be behaviorally and visually disassembled into distinct State + Action = State A B C Action Action Action Action Action Action states, actions, & side effects
103. Fragment Button1 click listener drag listener Button2 click listener Button1Click Button1Drag Button2Click Actions
104. Actions SideEffects Update Store Make Api Call Start Background Task Fragment Button1 click listener drag listener Button2 click listener Button1Click Button1Drag Button2Click
105. States and Actions
106. sealed class State { x abstract fun consumeAction(action: Action): State } x object StateA : x State() { x override fun consumeAction(action: Action): State { x return when (action) { x Button1Click -> StateB Button2Click -> StateC } } x } x States and Actions
107. sealed class State { x abstract fun consumeAction(action: Action): State } x object StateA : x State() { x override fun consumeAction(action: Action): State { x return when (action) { x Button1Click -> StateB Button2Click -> StateC } } x } x A A States and Actions
108. sealed class State { x abstract fun consumeAction(action: Action): State } x object StateA : x State() { x override fun consumeAction(action: Action): State { x return when (action) { x Button1Click -> StateB Button2Click -> StateC } } x } x A B Button1Click A States and Actions
109. sealed class State { x abstract fun consumeAction(action: Action): State } x object StateA : x State() { x override fun consumeAction(action: Action): State { x return when (action) { x Button1Click -> StateB Button2Click -> StateC } } x } x Button2Click C States and Actions A B Button1Click A
110. A A sealed class State(open val sideEffect: SideEffect? = null) { x abstract fun consumeAction(action: Action): State } x data class StateA( override val sideEffect: SideEffect? = null ) : State(sideEffect) { x override fun consumeAction(action: Action): State { x return when (action) { Button1Click -> StateB Button2Click -> StateC(SideEffect.UpdateStore) x } x } x } x States, Actions, & Side Effects
111. A B Button1Click A sealed class State(open val sideEffect: SideEffect? = null) { x abstract fun consumeAction(action: Action): State } x data class StateA( override val sideEffect: SideEffect? = null ) : State(sideEffect) { x override fun consumeAction(action: Action): State { x return when (action) { Button1Click -> StateB Button2Click -> StateC(SideEffect.UpdateStore) x } x } x } x States, Actions, & Side Effects
112. Button2Click C + Update Store sealed class State(open val sideEffect: SideEffect? = null) { x abstract fun consumeAction(action: Action): State } x data class StateA( override val sideEffect: SideEffect? = null ) : State(sideEffect) { x override fun consumeAction(action: Action): State { x return when (action) { Button1Click -> StateB Button2Click -> StateC(SideEffect.UpdateStore) x } x } x } x A B Button1Click A States, Actions, & Side Effects
113. Transmitting States Using
 ViewModels & x LiveData
114. Container Handle State Action State ViewModel StateLiveData Action Action Child view Child view listener listener listener Transmitting States Using ViewModels & x LiveData
115. StateLiveData Current State Action Current State Action
 Consumer Action
 Consumer Action
 Consumer StateLiveData State
116. class FlowViewModel : ViewModel() {x val stateTransitions = MutableLiveData<State>() init {x stateTransitions.value = StateA }x fun updateState(action: Action) {x val currentState = stateTransitions.value stateTransitions.value = currentState }x }x
117. class FlowViewModel : ViewModel() {x val stateTransitions = MutableLiveData<State>() init {x stateTransitions.value = StateA }x fun updateState(action: Action) {x val currentState = stateTransitions.value stateTransitions.value = currentState }x }x
118. class FlowViewModel : ViewModel() {x val stateTransitions = MutableLiveData<State>() init {x stateTransitions.value = StateA }x fun updateState(action: Action) {x val currentState = stateTransitions.value stateTransitions.value = currentState }x }x
119. class FlowViewModel : ViewModel() {x val stateTransitions = MutableLiveData<State>() init {x stateTransitions.value = StateA }x fun updateState(action: Action) {x val currentState = stateTransitions.value stateTransitions.value = currentState }x }x
120. class FlowViewModel : ViewModel() {x val stateTransitions = MutableLiveData<State>() init {x stateTransitions.value = StateA }x fun updateState(action: Action) {x val currentState = stateTransitions.value stateTransitions.value = currentState.consumeState(action) }x }x
121. class FlowViewModel : ViewModel() {x val stateTransitions = MutableLiveData<State>() init {x stateTransitions.value = StateA }x fun updateState(action: Action) {x val currentState = stateTransitions.value stateTransitions.value = currentState.consumeState(action) }x }x
122. class ParentFragment : Fragment() {x override fun onActivityCreated(savedInstanceState: Bundle?) {x super.onActivityCreated(savedInstanceState) . . . . . . flowViewModel.stateTransitions.observe(this, Observer<State> { state -> when (state) { is StateA -> { // configure appearance of child views for StateA }x is StateB -> { // configure appearance of child views for StateB }x is StateC -> { // configure appearance of child views for StateC }x }x })x }x }x
123. class ParentFragment : Fragment() {x override fun onActivityCreated(savedInstanceState: Bundle?) {x super.onActivityCreated(savedInstanceState) . . . . . . flowViewModel.stateTransitions.observe(this, Observer<State> { state -> when (state) { is StateA -> { // configure appearance of child views for StateA }x is StateB -> { // configure appearance of child views for StateB }x is StateC -> { // configure appearance of child views for StateC }x }x })x }x }x
124. class ParentFragment : Fragment() {x override fun onActivityCreated(savedInstanceState: Bundle?) {x super.onActivityCreated(savedInstanceState) flowViewModel.stateTransitions.observe(this, Observer<State> { state -> . . . })x }x override fun onViewCreated(view: View, savedInstanceState: Bundle?) { super.onViewCreated(view, savedInstanceState) button1.setOnClickListener { flowViewModel.updateState(Action.Button1Click) }x . . . . . . }x }x
125. class ParentFragment : Fragment() {x override fun onActivityCreated(savedInstanceState: Bundle?) {x super.onActivityCreated(savedInstanceState) flowViewModel.stateTransitions.observe(this, Observer<State> { state -> . . . })x flowViewModel.sideEffects.observe(this, Observer<SideEffect> { sideEffect -> handleSideEffect(sideEffect) })x }x x }x
126. Tinder Chat: Stateful systems
127. Tinder Chat: Stateful systems GIF button
128. Tinder Chat: Stateful systems Bitmoji button
129. state + action = state TextInputUnfocused + ClickGifButton
130. GifInputFocused state + action = state TextInputUnfocused + ClickGifButton
131. state + action = state GifInputFocused + ClickBitmojiButton
132. state + action = state BitmojiUnfocused GifInputFocused + ClickBitmojiButton
133. state + action = state BitmojiUnfocused + ClickEditText
134. state + action = state TextInputFocused + ClickEditText BitmojiUnfocused
135. state + action = state TextInputFocused + ClickBackButton
136. state + action = state TextInputUnfocused TextInputFocused + ClickBackButton
137. state + action = state TextInputUnfocused + ClickGifButton
138. GifInputFocused state + action = state TextInputUnfocused + ClickGifButton
139. state + action = state GifInputFocused + ClickBitmojiButton
140. state + action = state BitmojiSearchUnfocused GifInputFocused + ClickBitmojiButton
141. state + action = state BitmojiSearchUnfocused + ClickEditText
142. state + action = state TextInputFocused BitmojiSearchUnfocused + ClickEditText
143. Handle sub-states with custom LiveData
144. TextInputFocused stateTransitions GifInputUnfocused BitmojiUnfocused stateTransitions.buttonGroupSubStates AllInactive GifButtonActive BitmojiButtonActive TextInputUnfocused AllInactive Handle sub-states with custom LiveData
145. class ParentFragment : Fragment() {x override fun onActivityCreated(savedInstanceState: Bundle?) {x super.onActivityCreated(savedInstanceState) flowViewModel.stateTransitions.observe(this, Observer<State> { state -> . . . }) flowViewModel.stateTransitions.buttonGroupSubstates.observe( this, Observer<ButtonGroupState> { buttonGroupStates -> // configure appearance of child buttons within button group } )x }x }x
146. class StateTransitions(initialState: State) : MutableLiveData<State>() {x init {x value = initialState }x val buttonGroupSubStates: LiveData<ButtonGroupState>x get() = Transformations.map(this) {x state ->x when (state) {x TextInputUnfocused -> ButtonGroupState.AllInactive TextInputFocused -> ButtonGroupState.AllInactive GifInputUnfocused -> ButtonGroupState.GifButtonActive BitmojiUnfocused -> ButtonGroupState.BitmojiButtonActive else -> . . .x }x }x fun updateState(action: Action) {x value = value?.consumeAction(action)x }x }x
147. class StateTransitions(initialState: State) : MutableLiveData<State>() {x init {x value = initialState }x val buttonGroupSubStates: LiveData<ButtonGroupState>x get() = Transformations.map(this) {x state ->x when (state) {x TextInputUnfocused -> ButtonGroupState.AllInactive TextInputFocused -> ButtonGroupState.AllInactive GifInputUnfocused -> ButtonGroupState.GifButtonActive BitmojiUnfocused -> ButtonGroupState.BitmojiButtonActive else -> . . .x }x }x fun updateState(action: Action) {x value = value?.consumeAction(action)x }x }x
148. class StateTransitions(initialState: State) : MutableLiveData<State>() {x init {x value = initialState }x val buttonGroupSubStates: LiveData<ButtonGroupState>x get() = Transformations.map(this) {x state ->x when (state) {x TextInputUnfocused -> ButtonGroupState.AllInactive TextInputFocused -> ButtonGroupState.AllInactive GifInputUnfocused -> ButtonGroupState.GifButtonActive BitmojiUnfocused -> ButtonGroupState.BitmojiButtonActive else -> . . .x }x }x fun updateState(action: Action) {x value = value?.consumeAction(action)x }x }x class StateTransitions(initialState: State) : MutableLiveData<State>() {x init {x value = initialState }x val buttonGroupSubStates: LiveData<ButtonGroupState>x get() = Transformations.map(this) {x state ->x when (state) {x TextInputUnfocused -> ButtonGroupState.AllInactive TextInputFocused -> ButtonGroupState.AllInactive GifInputUnfocused -> ButtonGroupState.GifButtonActive BitmojiUnfocused -> ButtonGroupState.BitmojiButtonActive else -> . . .x }x }x fun updateState(action: Action) {x value = value?.consumeAction(action)x }x }x
149. class StateTransitions(initialState: State) : MutableLiveData<State>() {x init {x value = initialState }x val buttonGroupSubStates: LiveData<ButtonGroupState>x get() = Transformations.map(this) {x state ->x when (state) {x TextInputUnfocused -> ButtonGroupState.AllInactive TextInputFocused -> ButtonGroupState.AllInactive GifInputUnfocused -> ButtonGroupState.GifButtonActive BitmojiUnfocused -> ButtonGroupState.BitmojiButtonActive else -> . . .x }x }x fun updateState(action: Action) {x value = value?.consumeAction(action)x }x }x class StateTransitions(initialState: State) : MutableLiveData<State>() {x init {x value = initialState }x val buttonGroupSubStates: LiveData<ButtonGroupState>x get() = Transformations.map(this) {x state ->x when (state) {x TextInputUnfocused -> ButtonGroupState.AllInactive TextInputFocused -> ButtonGroupState.AllInactive GifInputUnfocused -> ButtonGroupState.GifButtonActive BitmojiUnfocused -> ButtonGroupState.BitmojiButtonActive else -> . . .x }x }x fun updateState(action: Action) {x value = value?.consumeAction(action)x }x }x
150. ViewModels + LiveData + States
151. Simplifies interaction between child views and their parents Ensures that all UI elements behave predictably - even across hard to test UI interactions - even across configuration changes ViewModels + LiveData + States Offers the flexibility to create UI abstractions
152. Taking this further…
153. Containers can also be ViewGroups, not just Fragments Using data binding, we can reduce the boilerplate of binding ViewModels/LiveData to container or child ViewGroups Taking this further… Custom implementations of LiveData can serve as further abstractions
154. LiveData beyond ViewModels +Tasha Ramesh linkedin.com/in/akshataramesh Software Engineer @ Tinder +Marcos Damasceno @marcospaulosd Senior Software Engineer @ Tinder