Paginación de almacenamiento en caché en Android

Seguramente todos los desarrolladores de Android trabajaron con listas usando RecyclerView. Y también muchos lograron ver cómo organizar la paginación en la lista usando la Biblioteca de Paginación de los Componentes de Arquitectura de Android.


Es simple: establezca PositionalDataSource, establezca configuraciones, cree una PagedList y alimente todo con el adaptador y DiffUtilCallback a nuestro RecyclerView.


Pero, ¿qué pasa si tenemos varias fuentes de datos? Por ejemplo, queremos tener un caché en Room y recibir datos de la red.


El caso resulta ser bastante personalizado y no hay mucha información sobre este tema en Internet. Intentaré solucionarlo y mostrar cómo se puede resolver tal caso.


imagen


Si aún no está familiarizado con la implementación de la paginación con una sola fuente de datos, le aconsejo que se familiarice con esto antes de leer el artículo.


Cómo se vería una solución sin paginación:


  • Acceso al caché (en nuestro caso, es una base de datos)
  • Si el caché está vacío, envíe una solicitud al servidor
  • Recibimos datos del servidor.
  • Los mostramos en una hoja
  • Escribir en caché
  • Si hay una caché, muéstrela en la lista
  • Obtenemos los últimos datos del servidor
  • Los mostramos en la lista ○
  • Escribir en caché

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Una cosa tan conveniente como la paginación, que simplifica la vida de los usuarios, aquí nos complica. Tratemos de imaginar qué problemas pueden surgir al implementar una lista paginada con múltiples fuentes de datos.


El algoritmo es aproximadamente el siguiente:


  • Obtenga datos de caché para la primera página
  • Si el caché está vacío, obtenemos los datos del servidor, los mostramos en la lista y escribimos en la base de datos.
  • Si hay un caché, cárguelo en la lista
  • Si llegamos al final de la base de datos, solicitamos datos del servidor, los mostramos
  • en la lista y escribir en la base de datos

De las características de este enfoque, puede ver que para mostrar la lista, primero se sondea el caché y la señal para cargar nuevos datos es el final del caché.


imagen


Google lo pensó y creó una solución que sale del cuadro PagingLibrary: BoundaryCallback.


BoundaryCallback informa cuando la fuente de datos local "finaliza" y notifica al repositorio para descargar nuevos datos.


imagen


El sitio web oficial de Android Dev tiene un enlace a un repositorio con un proyecto de ejemplo que usa una lista de paginación con dos fuentes de datos: Red (Retrofit 2) + Base de datos (Sala). Para comprender mejor cómo funciona dicho sistema, intentemos analizar este ejemplo y simplificarlo un poco.


Comencemos con la capa de datos. Crea dos DataSource.


Interfaz RedditApi.kt
import com.memebattle.pagingwithrepository.domain.model.RedditPost import retrofit2.Call import retrofit2.http.GET import retrofit2.http.Path import retrofit2.http.Query /** * API communication setup */ interface RedditApi { @GET("/r/{subreddit}/hot.json") fun getTop( @Path("subreddit") subreddit: String, @Query("limit") limit: Int): Call<ListingResponse> // for after/before param, either get from RedditDataResponse.after/before, // or pass RedditNewsDataResponse.name (though this is technically incorrect) @GET("/r/{subreddit}/hot.json") fun getTopAfter( @Path("subreddit") subreddit: String, @Query("after") after: String, @Query("limit") limit: Int): Call<ListingResponse> @GET("/r/{subreddit}/hot.json") fun getTopBefore( @Path("subreddit") subreddit: String, @Query("before") before: String, @Query("limit") limit: Int): Call<ListingResponse> class ListingResponse(val data: ListingData) class ListingData( val children: List<RedditChildrenResponse>, val after: String?, val before: String? ) data class RedditChildrenResponse(val data: RedditPost) } 

Esta interfaz describe las solicitudes a la API de Reddit y las clases de modelo (ListingResponse, ListingData, RedditChildrenResponse) en qué objetos se colapsarán las respuestas de la API.


E inmediatamente haga un modelo para Retrofit y Room


RedditPost.kt
 import androidx.room.ColumnInfo import androidx.room.Entity import androidx.room.Index import androidx.room.PrimaryKey import com.google.gson.annotations.SerializedName @Entity(tableName = "posts", indices = [Index(value = ["subreddit"], unique = false)]) data class RedditPost( @PrimaryKey @SerializedName("name") val name: String, @SerializedName("title") val title: String, @SerializedName("score") val score: Int, @SerializedName("author") val author: String, @SerializedName("subreddit") // this seems mutable but fine for a demo @ColumnInfo(collate = ColumnInfo.NOCASE) val subreddit: String, @SerializedName("num_comments") val num_comments: Int, @SerializedName("created_utc") val created: Long, val thumbnail: String?, val url: String?) { // to be consistent w/ changing backend order, we need to keep a data like this var indexInResponse: Int = -1 } 

La clase RedditDb.kt que heredará RoomDatabase.


Redditdb.kt
 import androidx.room.Database import androidx.room.RoomDatabase import com.memebattle.pagingwithrepository.domain.model.RedditPost /** * Database schema used by the DbRedditPostRepository */ @Database( entities = [RedditPost::class], version = 1, exportSchema = false ) abstract class RedditDb : RoomDatabase() { abstract fun posts(): RedditPostDao } 

Recuerde que crear la clase RoomDatabase cada vez para ejecutar una consulta a la base de datos es muy costoso, así que, en un caso real, ¡créelo una vez para toda la vida de la aplicación!


Y la clase Dao con consultas a la base de datos RedditPostDao.kt


RedditPostDao.kt
 import androidx.paging.DataSource import androidx.room.Dao import androidx.room.Insert import androidx.room.OnConflictStrategy import androidx.room.Query import com.memebattle.pagingwithrepository.domain.model.RedditPost @Dao interface RedditPostDao { @Insert(onConflict = OnConflictStrategy.REPLACE) fun insert(posts : List<RedditPost>) @Query("SELECT * FROM posts WHERE subreddit = :subreddit ORDER BY indexInResponse ASC") fun postsBySubreddit(subreddit : String) : DataSource.Factory<Int, RedditPost> @Query("DELETE FROM posts WHERE subreddit = :subreddit") fun deleteBySubreddit(subreddit: String) @Query("SELECT MAX(indexInResponse) + 1 FROM posts WHERE subreddit = :subreddit") fun getNextIndexInSubreddit(subreddit: String) : Int } 

Probablemente hayas notado que el método de recuperación de publicaciones postsBySubreddit devuelve
DataSource.Factory. Esto es necesario para crear nuestra PagedList usando
LivePagedListBuilder, en el hilo de fondo. Puedes leer más sobre esto en
Lección


Genial, la capa de datos está lista. Pasamos a la capa de lógica de negocios. Para implementar el patrón de repositorio, es habitual crear una interfaz de repositorio por separado de su implementación. Por lo tanto, crearemos la interfaz RedditPostRepository.kt


RedditPostRepository.kt
 interface RedditPostRepository { fun postsOfSubreddit(subReddit: String, pageSize: Int): Listing<RedditPost> } 

E inmediatamente la pregunta es: ¿qué tipo de listado? Esta es la clase de fecha requerida para mostrar la lista.


Listing.kt
 import androidx.lifecycle.LiveData import androidx.paging.PagedList import com.memebattle.pagingwithrepository.domain.repository.network.NetworkState /** * Data class that is necessary for a UI to show a listing and interact w/ the rest of the system */ data class Listing<T>( // the LiveData of paged lists for the UI to observe val pagedList: LiveData<PagedList<T>>, // represents the network request status to show to the user val networkState: LiveData<NetworkState>, // represents the refresh status to show to the user. Separate from networkState, this // value is importantly only when refresh is requested. val refreshState: LiveData<NetworkState>, // refreshes the whole data and fetches it from scratch. val refresh: () -> Unit, // retries any failed requests. val retry: () -> Unit) 

Crear una implementación del repositorio MainRepository.kt


MainRepository.kt
 import android.content.Context import androidx.annotation.MainThread import androidx.lifecycle.LiveData import androidx.lifecycle.MutableLiveData import androidx.lifecycle.Transformations import com.android.example.paging.pagingwithnetwork.reddit.api.RedditApi import retrofit2.Retrofit import retrofit2.converter.gson.GsonConverterFactory import androidx.room.Room import com.android.example.paging.pagingwithnetwork.reddit.db.RedditDb import com.android.example.paging.pagingwithnetwork.reddit.db.RedditPostDao import com.memebattle.pagingwithrepository.domain.model.RedditPost import retrofit2.Call import retrofit2.Callback import retrofit2.Response import java.util.concurrent.Executors import androidx.paging.LivePagedListBuilder import com.memebattle.pagingwithrepository.domain.repository.core.Listing import com.memebattle.pagingwithrepository.domain.repository.boundary.SubredditBoundaryCallback import com.memebattle.pagingwithrepository.domain.repository.network.NetworkState import com.memebattle.pagingwithrepository.domain.repository.core.RedditPostRepository class MainRepository(context: Context) : RedditPostRepository { private var retrofit: Retrofit = Retrofit.Builder() .baseUrl("https://www.reddit.com/") //   .addConverterFactory(GsonConverterFactory.create()) //,    JSON'   .build() var db = Room.databaseBuilder(context, RedditDb::class.java, "database").build() private var redditApi: RedditApi private var dao: RedditPostDao val ioExecutor = Executors.newSingleThreadExecutor() init { redditApi = retrofit.create(RedditApi::class.java) // ,       dao = db.posts() } /** * Inserts the response into the database while also assigning position indices to items. */ private fun insertResultIntoDb(subredditName: String, body: RedditApi.ListingResponse?) { body!!.data.children.let { posts -> db.runInTransaction { val start = db.posts().getNextIndexInSubreddit(subredditName) val items = posts.mapIndexed { index, child -> child.data.indexInResponse = start + index child.data } db.posts().insert(items) } } } /** * When refresh is called, we simply run a fresh network request and when it arrives, clear * the database table and insert all new items in a transaction. * <p> * Since the PagedList already uses a database bound data source, it will automatically be * updated after the database transaction is finished. */ @MainThread private fun refresh(subredditName: String): LiveData<NetworkState> { val networkState = MutableLiveData<NetworkState>() networkState.value = NetworkState.LOADING redditApi.getTop(subredditName, 10).enqueue( object : Callback<RedditApi.ListingResponse> { override fun onFailure(call: Call<RedditApi.ListingResponse>, t: Throwable) { // retrofit calls this on main thread so safe to call set value networkState.value = NetworkState.error(t.message) } override fun onResponse(call: Call<RedditApi.ListingResponse>, response: Response<RedditApi.ListingResponse>) { ioExecutor.execute { db.runInTransaction { db.posts().deleteBySubreddit(subredditName) insertResultIntoDb(subredditName, response.body()) } // since we are in bg thread now, post the result. networkState.postValue(NetworkState.LOADED) } } } ) return networkState } /** * Returns a Listing for the given subreddit. */ override fun postsOfSubreddit(subReddit: String, pageSize: Int): Listing<RedditPost> { // create a boundary callback which will observe when the user reaches to the edges of // the list and update the database with extra data. val boundaryCallback = SubredditBoundaryCallback( webservice = redditApi, subredditName = subReddit, handleResponse = this::insertResultIntoDb, ioExecutor = ioExecutor, networkPageSize = pageSize) // we are using a mutable live data to trigger refresh requests which eventually calls // refresh method and gets a new live data. Each refresh request by the user becomes a newly // dispatched data in refreshTrigger val refreshTrigger = MutableLiveData<Unit>() val refreshState = Transformations.switchMap(refreshTrigger) { refresh(subReddit) } // We use toLiveData Kotlin extension function here, you could also use LivePagedListBuilder val livePagedList = LivePagedListBuilder(db.posts().postsBySubreddit(subReddit), pageSize) .setBoundaryCallback(boundaryCallback) .build() return Listing( pagedList = livePagedList, networkState = boundaryCallback.networkState, retry = { boundaryCallback.helper.retryAllFailed() }, refresh = { refreshTrigger.value = null }, refreshState = refreshState ) } } 

Veamos qué pasa en nuestro repositorio.


Cree instancias de nuestra fuente de datos e interfaces de acceso a datos. Para la base de datos:


RoomDatabase y Dao, para la red: Retrofit e interfaz api.


A continuación, implementamos el método de repositorio requerido


 fun postsOfSubreddit(subReddit: String, pageSize: Int): Listing<RedditPost> 

que configura la paginación:


  • Cree un SubRedditBoundaryCallback que herede PagedList.BoundaryCallback <>
  • Usamos el constructor con parámetros y pasamos todo lo necesario para que BoundaryCallback funcione
  • Cree un desencadenador refreshTrigger para notificar al repositorio sobre la necesidad de actualizar los datos
  • Crear y devolver un objeto de listado

En el objeto Listado:


  • livePagedList
  • networkState - estado de la red
  • reintentar: devolución de llamada para recuperar datos del servidor
  • refresh - disparador para actualizar datos
  • refreshState: estado del proceso de actualización

Implementamos un método auxiliar.


 private fun insertResultIntoDb(subredditName: String, body: RedditApi.ListingResponse?) 

para registrar la respuesta de la red en la base de datos. Se usará cuando necesite actualizar la lista o escribir una nueva pieza de datos.


Implementamos un método auxiliar.


 private fun refresh(subredditName: String): LiveData<NetworkState> 

para un activador de actualización de datos. Aquí todo es bastante simple: obtenemos datos del servidor, limpiamos la base de datos, escribimos nuevos datos en la base de datos.


Descubrimos el repositorio. Ahora echemos un vistazo más de cerca a SubredditBoundaryCallback.


SubredditBoundaryCallback.kt
 import androidx.paging.PagedList import androidx.annotation.MainThread import com.android.example.paging.pagingwithnetwork.reddit.api.RedditApi import com.memebattle.pagingwithrepository.domain.model.RedditPost import retrofit2.Call import retrofit2.Callback import retrofit2.Response import java.util.concurrent.Executor import com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper import com.memebattle.pagingwithrepository.domain.repository.network.createStatusLiveData /** * This boundary callback gets notified when user reaches to the edges of the list such that the * database cannot provide any more data. * <p> * The boundary callback might be called multiple times for the same direction so it does its own * rate limiting using the com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper class. */ class SubredditBoundaryCallback( private val subredditName: String, private val webservice: RedditApi, private val handleResponse: (String, RedditApi.ListingResponse?) -> Unit, private val ioExecutor: Executor, private val networkPageSize: Int) : PagedList.BoundaryCallback<RedditPost>() { val helper = PagingRequestHelper(ioExecutor) val networkState = helper.createStatusLiveData() /** * Database returned 0 items. We should query the backend for more items. */ @MainThread override fun onZeroItemsLoaded() { helper.runIfNotRunning(PagingRequestHelper.RequestType.INITIAL) { webservice.getTop( subreddit = subredditName, limit = networkPageSize) .enqueue(createWebserviceCallback(it)) } } /** * User reached to the end of the list. */ @MainThread override fun onItemAtEndLoaded(itemAtEnd: RedditPost) { helper.runIfNotRunning(PagingRequestHelper.RequestType.AFTER) { webservice.getTopAfter( subreddit = subredditName, after = itemAtEnd.name, limit = networkPageSize) .enqueue(createWebserviceCallback(it)) } } /** * every time it gets new items, boundary callback simply inserts them into the database and * paging library takes care of refreshing the list if necessary. */ private fun insertItemsIntoDb( response: Response<RedditApi.ListingResponse>, it: PagingRequestHelper.Request.Callback) { ioExecutor.execute { handleResponse(subredditName, response.body()) it.recordSuccess() } } override fun onItemAtFrontLoaded(itemAtFront: RedditPost) { // ignored, since we only ever append to what's in the DB } private fun createWebserviceCallback(it: PagingRequestHelper.Request.Callback) : Callback<RedditApi.ListingResponse> { return object : Callback<RedditApi.ListingResponse> { override fun onFailure(call: Call<RedditApi.ListingResponse>, t: Throwable) { it.recordFailure(t) } override fun onResponse( call: Call<RedditApi.ListingResponse>, response: Response<RedditApi.ListingResponse>) { insertItemsIntoDb(response, it) } } } } 

Hay varios métodos requeridos en la clase que hereda BoundaryCallback:


 override fun onZeroItemsLoaded() 

Se llama al método cuando la base de datos está vacía, aquí debemos completar una solicitud al servidor para obtener la primera página.


 override fun onItemAtEndLoaded(itemAtEnd: RedditPost) 

Se llama al método cuando el "iterador" ha llegado al "fondo" de la base de datos, aquí tenemos que consultar al servidor para obtener la siguiente página, pasando la clave con la que el servidor generará los datos inmediatamente después del último registro de la tienda local.


 override fun onItemAtFrontLoaded(itemAtFront: RedditPost) 

Se llama al método cuando el "iterador" ha alcanzado el primer elemento de nuestra tienda. Para implementar nuestro caso, podemos ignorar la implementación de este método.


Agregue una devolución de llamada para recibir datos y transferirlos más


 fun createWebserviceCallback(it: PagingRequestHelper.Request.Callback) : Callback<RedditApi.ListingResponse> 

Agregamos el método de registro de los datos recibidos en la base de datos


 insertItemsIntoDb( response: Response<RedditApi.ListingResponse>, it: PagingRequestHelper.Request.Callback) 

¿Qué es el ayudante PagingRequestHelper? Esta es una clase HEALTHY que Google nos brindó amablemente y ofrece ponerla en la biblioteca, pero simplemente la copiamos en el paquete de capas lógicas.


PagingRequestHelper.kt
 package com.memebattle.pagingwithrepository.domain.util;/* * Copyright 2017 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ import java.util.Arrays; import java.util.concurrent.CopyOnWriteArrayList; import java.util.concurrent.Executor; import java.util.concurrent.atomic.AtomicBoolean; import androidx.annotation.AnyThread; import androidx.annotation.GuardedBy; import androidx.annotation.NonNull; import androidx.annotation.Nullable; import androidx.annotation.VisibleForTesting; import androidx.paging.DataSource; /** * A helper class for {@link androidx.paging.PagedList.BoundaryCallback BoundaryCallback}s and * {@link DataSource}s to help with tracking network requests. * <p> * It is designed to support 3 types of requests, {@link RequestType#INITIAL INITIAL}, * {@link RequestType#BEFORE BEFORE} and {@link RequestType#AFTER AFTER} and runs only 1 request * for each of them via {@link #runIfNotRunning(RequestType, Request)}. * <p> * It tracks a {@link Status} and an {@code error} for each {@link RequestType}. * <p> * A sample usage of this class to limit requests looks like this: * <pre> * class PagingBoundaryCallback extends PagedList.BoundaryCallback&lt;MyItem> { * // TODO replace with an executor from your application * Executor executor = Executors.newSingleThreadExecutor(); * com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper helper = new com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper(executor); * // imaginary API service, using Retrofit * MyApi api; * * {@literal @}Override * public void onItemAtFrontLoaded({@literal @}NonNull MyItem itemAtFront) { * helper.runIfNotRunning(com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper.RequestType.BEFORE, * helperCallback -> api.getTopBefore(itemAtFront.getName(), 10).enqueue( * new Callback&lt;ApiResponse>() { * {@literal @}Override * public void onResponse(Call&lt;ApiResponse> call, * Response&lt;ApiResponse> response) { * // TODO insert new records into database * helperCallback.recordSuccess(); * } * * {@literal @}Override * public void onFailure(Call&lt;ApiResponse> call, Throwable t) { * helperCallback.recordFailure(t); * } * })); * } * * {@literal @}Override * public void onItemAtEndLoaded({@literal @}NonNull MyItem itemAtEnd) { * helper.runIfNotRunning(com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper.RequestType.AFTER, * helperCallback -> api.getTopBefore(itemAtEnd.getName(), 10).enqueue( * new Callback&lt;ApiResponse>() { * {@literal @}Override * public void onResponse(Call&lt;ApiResponse> call, * Response&lt;ApiResponse> response) { * // TODO insert new records into database * helperCallback.recordSuccess(); * } * * {@literal @}Override * public void onFailure(Call&lt;ApiResponse> call, Throwable t) { * helperCallback.recordFailure(t); * } * })); * } * } * </pre> * <p> * The helper provides an API to observe combined request status, which can be reported back to the * application based on your business rules. * <pre> * MutableLiveData&lt;com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper.Status> combined = new MutableLiveData&lt;>(); * helper.addListener(status -> { * // merge multiple states per request type into one, or dispatch separately depending on * // your application logic. * if (status.hasRunning()) { * combined.postValue(com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper.Status.RUNNING); * } else if (status.hasError()) { * // can also obtain the error via {@link StatusReport#getErrorFor(RequestType)} * combined.postValue(com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper.Status.FAILED); * } else { * combined.postValue(com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper.Status.SUCCESS); * } * }); * </pre> */ // THIS class is likely to be moved into the library in a future release. Feel free to copy it // from this sample. public class PagingRequestHelper { private final Object mLock = new Object(); private final Executor mRetryService; @GuardedBy("mLock") private final RequestQueue[] mRequestQueues = new RequestQueue[] {new RequestQueue(RequestType.INITIAL), new RequestQueue(RequestType.BEFORE), new RequestQueue(RequestType.AFTER)}; @NonNull final CopyOnWriteArrayList<Listener> mListeners = new CopyOnWriteArrayList<>(); /** * Creates a new com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper with the given {@link Executor} which is used to run * retry actions. * * @param retryService The {@link Executor} that can run the retry actions. */ public PagingRequestHelper(@NonNull Executor retryService) { mRetryService = retryService; } /** * Adds a new listener that will be notified when any request changes {@link Status state}. * * @param listener The listener that will be notified each time a request's status changes. * @return True if it is added, false otherwise (eg it already exists in the list). */ @AnyThread public boolean addListener(@NonNull Listener listener) { return mListeners.add(listener); } /** * Removes the given listener from the listeners list. * * @param listener The listener that will be removed. * @return True if the listener is removed, false otherwise (eg it never existed) */ public boolean removeListener(@NonNull Listener listener) { return mListeners.remove(listener); } /** * Runs the given {@link Request} if no other requests in the given request type is already * running. * <p> * If run, the request will be run in the current thread. * * @param type The type of the request. * @param request The request to run. * @return True if the request is run, false otherwise. */ @SuppressWarnings("WeakerAccess") @AnyThread public boolean runIfNotRunning(@NonNull RequestType type, @NonNull Request request) { boolean hasListeners = !mListeners.isEmpty(); StatusReport report = null; synchronized (mLock) { RequestQueue queue = mRequestQueues[type.ordinal()]; if (queue.mRunning != null) { return false; } queue.mRunning = request; queue.mStatus = Status.RUNNING; queue.mFailed = null; queue.mLastError = null; if (hasListeners) { report = prepareStatusReportLocked(); } } if (report != null) { dispatchReport(report); } final RequestWrapper wrapper = new RequestWrapper(request, this, type); wrapper.run(); return true; } @GuardedBy("mLock") private StatusReport prepareStatusReportLocked() { Throwable[] errors = new Throwable[]{ mRequestQueues[0].mLastError, mRequestQueues[1].mLastError, mRequestQueues[2].mLastError }; return new StatusReport( getStatusForLocked(RequestType.INITIAL), getStatusForLocked(RequestType.BEFORE), getStatusForLocked(RequestType.AFTER), errors ); } @GuardedBy("mLock") private Status getStatusForLocked(RequestType type) { return mRequestQueues[type.ordinal()].mStatus; } @AnyThread @VisibleForTesting void recordResult(@NonNull RequestWrapper wrapper, @Nullable Throwable throwable) { StatusReport report = null; final boolean success = throwable == null; boolean hasListeners = !mListeners.isEmpty(); synchronized (mLock) { RequestQueue queue = mRequestQueues[wrapper.mType.ordinal()]; queue.mRunning = null; queue.mLastError = throwable; if (success) { queue.mFailed = null; queue.mStatus = Status.SUCCESS; } else { queue.mFailed = wrapper; queue.mStatus = Status.FAILED; } if (hasListeners) { report = prepareStatusReportLocked(); } } if (report != null) { dispatchReport(report); } } private void dispatchReport(StatusReport report) { for (Listener listener : mListeners) { listener.onStatusChange(report); } } /** * Retries all failed requests. * * @return True if any request is retried, false otherwise. */ public boolean retryAllFailed() { final RequestWrapper[] toBeRetried = new RequestWrapper[RequestType.values().length]; boolean retried = false; synchronized (mLock) { for (int i = 0; i < RequestType.values().length; i++) { toBeRetried[i] = mRequestQueues[i].mFailed; mRequestQueues[i].mFailed = null; } } for (RequestWrapper failed : toBeRetried) { if (failed != null) { failed.retry(mRetryService); retried = true; } } return retried; } static class RequestWrapper implements Runnable { @NonNull final Request mRequest; @NonNull final PagingRequestHelper mHelper; @NonNull final RequestType mType; RequestWrapper(@NonNull Request request, @NonNull PagingRequestHelper helper, @NonNull RequestType type) { mRequest = request; mHelper = helper; mType = type; } @Override public void run() { mRequest.run(new Request.Callback(this, mHelper)); } void retry(Executor service) { service.execute(new Runnable() { @Override public void run() { mHelper.runIfNotRunning(mType, mRequest); } }); } } /** * Runner class that runs a request tracked by the {@link PagingRequestHelper}. * <p> * When a request is invoked, it must call one of {@link Callback#recordFailure(Throwable)} * or {@link Callback#recordSuccess()} once and only once. This call * can be made any time. Until that method call is made, {@link PagingRequestHelper} will * consider the request is running. */ @FunctionalInterface public interface Request { /** * Should run the request and call the given {@link Callback} with the result of the * request. * * @param callback The callback that should be invoked with the result. */ void run(Callback callback); /** * Callback class provided to the {@link #run(Callback)} method to report the result. */ class Callback { private final AtomicBoolean mCalled = new AtomicBoolean(); private final RequestWrapper mWrapper; private final PagingRequestHelper mHelper; Callback(RequestWrapper wrapper, PagingRequestHelper helper) { mWrapper = wrapper; mHelper = helper; } /** * Call this method when the request succeeds and new data is fetched. */ @SuppressWarnings("unused") public final void recordSuccess() { if (mCalled.compareAndSet(false, true)) { mHelper.recordResult(mWrapper, null); } else { throw new IllegalStateException( "already called recordSuccess or recordFailure"); } } /** * Call this method with the failure message and the request can be retried via * {@link #retryAllFailed()}. * * @param throwable The error that occured while carrying out the request. */ @SuppressWarnings("unused") public final void recordFailure(@NonNull Throwable throwable) { //noinspection ConstantConditions if (throwable == null) { throw new IllegalArgumentException("You must provide a throwable describing" + " the error to record the failure"); } if (mCalled.compareAndSet(false, true)) { mHelper.recordResult(mWrapper, throwable); } else { throw new IllegalStateException( "already called recordSuccess or recordFailure"); } } } } /** * Data class that holds the information about the current status of the ongoing requests * using this helper. */ public static final class StatusReport { /** * Status of the latest request that were submitted with {@link RequestType#INITIAL}. */ @NonNull public final Status initial; /** * Status of the latest request that were submitted with {@link RequestType#BEFORE}. */ @NonNull public final Status before; /** * Status of the latest request that were submitted with {@link RequestType#AFTER}. */ @NonNull public final Status after; @NonNull private final Throwable[] mErrors; StatusReport(@NonNull Status initial, @NonNull Status before, @NonNull Status after, @NonNull Throwable[] errors) { this.initial = initial; this.before = before; this.after = after; this.mErrors = errors; } /** * Convenience method to check if there are any running requests. * * @return True if there are any running requests, false otherwise. */ public boolean hasRunning() { return initial == Status.RUNNING || before == Status.RUNNING || after == Status.RUNNING; } /** * Convenience method to check if there are any requests that resulted in an error. * * @return True if there are any requests that finished with error, false otherwise. */ public boolean hasError() { return initial == Status.FAILED || before == Status.FAILED || after == Status.FAILED; } /** * Returns the error for the given request type. * * @param type The request type for which the error should be returned. * @return The {@link Throwable} returned by the failing request with the given type or * {@code null} if the request for the given type did not fail. */ @Nullable public Throwable getErrorFor(@NonNull RequestType type) { return mErrors[type.ordinal()]; } @Override public String toString() { return "StatusReport{" + "initial=" + initial + ", before=" + before + ", after=" + after + ", mErrors=" + Arrays.toString(mErrors) + '}'; } @Override public boolean equals(Object o) { if (this == o) return true; if (o == null || getClass() != o.getClass()) return false; StatusReport that = (StatusReport) o; if (initial != that.initial) return false; if (before != that.before) return false; if (after != that.after) return false; // Probably incorrect - comparing Object[] arrays with Arrays.equals return Arrays.equals(mErrors, that.mErrors); } @Override public int hashCode() { int result = initial.hashCode(); result = 31 * result + before.hashCode(); result = 31 * result + after.hashCode(); result = 31 * result + Arrays.hashCode(mErrors); return result; } } /** * Listener interface to get notified by request status changes. */ public interface Listener { /** * Called when the status for any of the requests has changed. * * @param report The current status report that has all the information about the requests. */ void onStatusChange(@NonNull StatusReport report); } /** * Represents the status of a Request for each {@link RequestType}. */ public enum Status { /** * There is current a running request. */ RUNNING, /** * The last request has succeeded or no such requests have ever been run. */ SUCCESS, /** * The last request has failed. */ FAILED } /** * Available request types. */ public enum RequestType { /** * Corresponds to an initial request made to a {@link DataSource} or the empty state for * a {@link androidx.paging.PagedList.BoundaryCallback BoundaryCallback}. */ INITIAL, /** * Corresponds to the {@code loadBefore} calls in {@link DataSource} or * {@code onItemAtFrontLoaded} in * {@link androidx.paging.PagedList.BoundaryCallback BoundaryCallback}. */ BEFORE, /** * Corresponds to the {@code loadAfter} calls in {@link DataSource} or * {@code onItemAtEndLoaded} in * {@link androidx.paging.PagedList.BoundaryCallback BoundaryCallback}. */ AFTER } class RequestQueue { @NonNull final RequestType mRequestType; @Nullable RequestWrapper mFailed; @Nullable Request mRunning; @Nullable Throwable mLastError; @NonNull Status mStatus = Status.SUCCESS; RequestQueue(@NonNull RequestType requestType) { mRequestType = requestType; } } } 

PagingRequestHelperExt.kt
 import androidx.lifecycle.LiveData import androidx.lifecycle.MutableLiveData import com.memebattle.pagingwithrepository.domain.util.PagingRequestHelper private fun getErrorMessage(report: PagingRequestHelper.StatusReport): String { return PagingRequestHelper.RequestType.values().mapNotNull { report.getErrorFor(it)?.message }.first() } fun PagingRequestHelper.createStatusLiveData(): LiveData<NetworkState> { val liveData = MutableLiveData<NetworkState>() addListener { report -> when { report.hasRunning() -> liveData.postValue(NetworkState.LOADING) report.hasError() -> liveData.postValue( NetworkState.error(getErrorMessage(report))) else -> liveData.postValue(NetworkState.LOADED) } } return liveData } 

, .
MVVM Google ViewModel LiveData.


MainActivity.kt
 import android.os.Bundle import android.view.KeyEvent import android.view.inputmethod.EditorInfo import androidx.lifecycle.Observer import androidx.lifecycle.ViewModel import androidx.lifecycle.ViewModelProvider import androidx.lifecycle.ViewModelProviders import androidx.paging.PagedList import com.memebattle.pagingwithrepository.R import com.memebattle.pagingwithrepository.domain.model.RedditPost import com.memebattle.pagingwithrepository.domain.repository.MainRepository import com.memebattle.pagingwithrepository.domain.repository.network.NetworkState import com.memebattle.pagingwithrepository.presentation.recycler.PostsAdapter import kotlinx.android.synthetic.main.activity_main.* class MainActivity : AppCompatActivity() { companion object { const val KEY_SUBREDDIT = "subreddit" const val DEFAULT_SUBREDDIT = "androiddev" } lateinit var model: MainViewModel override fun onCreate(savedInstanceState: Bundle?) { super.onCreate(savedInstanceState) setContentView(R.layout.activity_main) model = getViewModel() initAdapter() initSwipeToRefresh() initSearch() val subreddit = savedInstanceState?.getString(KEY_SUBREDDIT) ?: DEFAULT_SUBREDDIT model.showSubReddit(subreddit) } private fun getViewModel(): MainViewModel { return ViewModelProviders.of(this, object : ViewModelProvider.Factory { override fun <T : ViewModel?> create(modelClass: Class<T>): T { val repo = MainRepository(this@MainActivity) @Suppress("UNCHECKED_CAST") return MainViewModel(repo) as T } })[MainViewModel::class.java] } private fun initAdapter() { val adapter = PostsAdapter { model.retry() } list.adapter = adapter model.posts.observe(this, Observer<PagedList<RedditPost>> { adapter.submitList(it) }) model.networkState.observe(this, Observer { adapter.setNetworkState(it) }) } private fun initSwipeToRefresh() { model.refreshState.observe(this, Observer { swipe_refresh.isRefreshing = it == NetworkState.LOADING }) swipe_refresh.setOnRefreshListener { model.refresh() } } override fun onSaveInstanceState(outState: Bundle) { super.onSaveInstanceState(outState) outState.putString(KEY_SUBREDDIT, model.currentSubreddit()) } private fun initSearch() { input.setOnEditorActionListener { _, actionId, _ -> if (actionId == EditorInfo.IME_ACTION_GO) { updatedSubredditFromInput() true } else { false } } input.setOnKeyListener { _, keyCode, event -> if (event.action == KeyEvent.ACTION_DOWN && keyCode == KeyEvent.KEYCODE_ENTER) { updatedSubredditFromInput() true } else { false } } } private fun updatedSubredditFromInput() { input.text.trim().toString().let { if (it.isNotEmpty()) { if (model.showSubReddit(it)) { list.scrollToPosition(0) (list.adapter as? PostsAdapter)?.submitList(null) } } } } } 

onCreate ViewModel, , .


LiveData ViewModel, .


MainViewModel.kt
 import androidx.lifecycle.MutableLiveData import androidx.lifecycle.Transformations import androidx.lifecycle.ViewModel import com.memebattle.pagingwithrepository.domain.repository.core.RedditPostRepository class MainViewModel(private val repository: RedditPostRepository) : ViewModel() { private val subredditName = MutableLiveData<String>() private val repoResult = Transformations.map(subredditName) { repository.postsOfSubreddit(it, 10) } val posts = Transformations.switchMap(repoResult) { it.pagedList }!! val networkState = Transformations.switchMap(repoResult) { it.networkState }!! val refreshState = Transformations.switchMap(repoResult) { it.refreshState }!! fun refresh() { repoResult.value?.refresh?.invoke() } fun showSubReddit(subreddit: String): Boolean { if (subredditName.value == subreddit) { return false } subredditName.value = subreddit return true } fun retry() { val listing = repoResult?.value listing?.retry?.invoke() } fun currentSubreddit(): String? = subredditName.value } 

, : retry refesh.


PagedListAdapter. .


PostAdapter.kt
 import androidx.paging.PagedListAdapter import androidx.recyclerview.widget.DiffUtil import androidx.recyclerview.widget.RecyclerView import android.view.ViewGroup import com.memebattle.pagingwithrepository.R import com.memebattle.pagingwithrepository.domain.model.RedditPost import com.memebattle.pagingwithrepository.domain.repository.network.NetworkState import com.memebattle.pagingwithrepository.presentation.recycler.viewholder.NetworkStateItemViewHolder import com.memebattle.pagingwithrepository.presentation.recycler.viewholder.RedditPostViewHolder /** * A simple adapter implementation that shows Reddit posts. */ class PostsAdapter( private val retryCallback: () -> Unit) : PagedListAdapter<RedditPost, RecyclerView.ViewHolder>(POST_COMPARATOR) { private var networkState: NetworkState? = null override fun onBindViewHolder(holder: RecyclerView.ViewHolder, position: Int) { when (getItemViewType(position)) { R.layout.reddit_post_item -> (holder as RedditPostViewHolder).bind(getItem(position)) R.layout.network_state_item -> (holder as NetworkStateItemViewHolder).bindTo( networkState) } } override fun onBindViewHolder( holder: RecyclerView.ViewHolder, position: Int, payloads: MutableList<Any>) { if (payloads.isNotEmpty()) { val item = getItem(position) (holder as RedditPostViewHolder).updateScore(item) } else { onBindViewHolder(holder, position) } } override fun onCreateViewHolder(parent: ViewGroup, viewType: Int): RecyclerView.ViewHolder { return when (viewType) { R.layout.reddit_post_item -> RedditPostViewHolder.create(parent) R.layout.network_state_item -> NetworkStateItemViewHolder.create(parent, retryCallback) else -> throw IllegalArgumentException("unknown view type $viewType") } } private fun hasExtraRow() = networkState != null && networkState != NetworkState.LOADED override fun getItemViewType(position: Int): Int { return if (hasExtraRow() && position == itemCount - 1) { R.layout.network_state_item } else { R.layout.reddit_post_item } } override fun getItemCount(): Int { return super.getItemCount() + if (hasExtraRow()) 1 else 0 } fun setNetworkState(newNetworkState: NetworkState?) { val previousState = this.networkState val hadExtraRow = hasExtraRow() this.networkState = newNetworkState val hasExtraRow = hasExtraRow() if (hadExtraRow != hasExtraRow) { if (hadExtraRow) { notifyItemRemoved(super.getItemCount()) } else { notifyItemInserted(super.getItemCount()) } } else if (hasExtraRow && previousState != newNetworkState) { notifyItemChanged(itemCount - 1) } } companion object { private val PAYLOAD_SCORE = Any() val POST_COMPARATOR = object : DiffUtil.ItemCallback<RedditPost>() { override fun areContentsTheSame(oldItem: RedditPost, newItem: RedditPost): Boolean = oldItem == newItem override fun areItemsTheSame(oldItem: RedditPost, newItem: RedditPost): Boolean = oldItem.name == newItem.name override fun getChangePayload(oldItem: RedditPost, newItem: RedditPost): Any? { return if (sameExceptScore(oldItem, newItem)) { PAYLOAD_SCORE } else { null } } } private fun sameExceptScore(oldItem: RedditPost, newItem: RedditPost): Boolean { // DON'T do this copy in a real app, it is just convenient here for the demo :) // because reddit randomizes scores, we want to pass it as a payload to minimize // UI updates between refreshes return oldItem.copy(score = newItem.score) == newItem } } } 

ViewHolder .


RedditPostViewHolder.kt
 import android.content.Intent import android.net.Uri import androidx.recyclerview.widget.RecyclerView import android.view.LayoutInflater import android.view.View import android.view.ViewGroup import android.widget.ImageView import android.widget.TextView import com.memebattle.pagingwithrepository.R import com.memebattle.pagingwithrepository.domain.model.RedditPost /** * A RecyclerView ViewHolder that displays a reddit post. */ class RedditPostViewHolder(view: View) : RecyclerView.ViewHolder(view) { private val title: TextView = view.findViewById(R.id.title) private val subtitle: TextView = view.findViewById(R.id.subtitle) private val score: TextView = view.findViewById(R.id.score) private var post : RedditPost? = null init { view.setOnClickListener { post?.url?.let { url -> val intent = Intent(Intent.ACTION_VIEW, Uri.parse(url)) view.context.startActivity(intent) } } } fun bind(post: RedditPost?) { this.post = post title.text = post?.title ?: "loading" subtitle.text = itemView.context.resources.getString(R.string.post_subtitle, post?.author ?: "unknown") score.text = "${post?.score ?: 0}" } companion object { fun create(parent: ViewGroup): RedditPostViewHolder { val view = LayoutInflater.from(parent.context) .inflate(R.layout.reddit_post_item, parent, false) return RedditPostViewHolder(view) } } fun updateScore(item: RedditPost?) { post = item score.text = "${item?.score ?: 0}" } } 

NetworkStateItemViewHolder.kt
 import androidx.recyclerview.widget.RecyclerView import android.view.LayoutInflater import android.view.View import android.view.ViewGroup import android.widget.Button import android.widget.ProgressBar import android.widget.TextView import com.memebattle.pagingwithrepository.R import com.memebattle.pagingwithrepository.domain.repository.network.NetworkState import com.memebattle.pagingwithrepository.domain.repository.network.Status /** * A View Holder that can display a loading or have click action. * It is used to show the network state of paging. */ class NetworkStateItemViewHolder(view: View, private val retryCallback: () -> Unit) : RecyclerView.ViewHolder(view) { private val progressBar = view.findViewById<ProgressBar>(R.id.progress_bar) private val retry = view.findViewById<Button>(R.id.retry_button) private val errorMsg = view.findViewById<TextView>(R.id.error_msg) init { retry.setOnClickListener { retryCallback() } } fun bindTo(networkState: NetworkState?) { progressBar.visibility = toVisibility(networkState?.status == Status.RUNNING) retry.visibility = toVisibility(networkState?.status == Status.FAILED) errorMsg.visibility = toVisibility(networkState?.msg != null) errorMsg.text = networkState?.msg } companion object { fun create(parent: ViewGroup, retryCallback: () -> Unit): NetworkStateItemViewHolder { val view = LayoutInflater.from(parent.context) .inflate(R.layout.network_state_item, parent, false) return NetworkStateItemViewHolder(view, retryCallback) } fun toVisibility(constraint : Boolean): Int { return if (constraint) { View.VISIBLE } else { View.GONE } } } } 

, , Reddit androiddev. , .


imagen


, !


, Google.


Eso es todo. “” , .


!

Source: https://habr.com/ru/post/es431212/


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