summaryrefslogtreecommitdiff
path: root/java/src/com/android/textclassifier/downloader/ModelDownloadWorker.java
blob: a71cdefc4848ec5cecdfd5d226e83c9c41a89aab (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
/*
 * Copyright (C) 2018 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.
 */

package com.android.textclassifier.downloader;

import static java.lang.Math.min;

import android.content.Context;
import android.os.LocaleList;
import android.util.ArrayMap;
import android.util.Pair;
import androidx.work.ListenableWorker;
import androidx.work.WorkerParameters;
import com.android.textclassifier.common.ModelType;
import com.android.textclassifier.common.ModelType.ModelTypeDef;
import com.android.textclassifier.common.TextClassifierServiceExecutors;
import com.android.textclassifier.common.TextClassifierSettings;
import com.android.textclassifier.common.base.TcLog;
import com.android.textclassifier.downloader.DownloadedModelDatabase.Manifest;
import com.android.textclassifier.downloader.DownloadedModelDatabase.ManifestEnrollment;
import com.android.textclassifier.downloader.DownloadedModelDatabase.Model;
import com.google.auto.value.AutoValue;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.common.util.concurrent.FluentFuture;
import com.google.common.util.concurrent.Futures;
import com.google.common.util.concurrent.ListenableFuture;
import com.google.common.util.concurrent.ListeningExecutorService;
import com.google.errorprone.annotations.concurrent.GuardedBy;
import java.time.Clock;
import java.util.ArrayList;
import java.util.Locale;

/** The WorkManager worker to download models for TextClassifierService. */
public final class ModelDownloadWorker extends ListenableWorker {
  private static final String TAG = "ModelDownloadWorker";

  public static final String INPUT_DATA_KEY_WORK_ID = "ModelDownloadWorker_workId";
  public static final String INPUT_DATA_KEY_SCHEDULED_TIMESTAMP =
      "ModelDownloadWorker_scheduledTimestamp";

  private final ListeningExecutorService executorService;
  private final ModelDownloader downloader;
  private final DownloadedModelManager downloadedModelManager;
  private final TextClassifierSettings settings;

  private final long workId;

  private final Clock clock;
  private final long workScheduledTimeMillis;

  private final Object lock = new Object();

  private long workStartedTimeMillis = 0;

  @GuardedBy("lock")
  private final ArrayMap<String, ListenableFuture<Void>> pendingDownloads;

  private ImmutableMap<String, ManifestsToDownloadByType> manifestsToDownload;

  public ModelDownloadWorker(Context context, WorkerParameters workerParams) {
    super(context, workerParams);
    this.executorService = TextClassifierServiceExecutors.getDownloaderExecutor();
    this.downloader = new ModelDownloaderImpl(context, executorService);
    this.downloadedModelManager = DownloadedModelManagerImpl.getInstance(context);
    this.settings = new TextClassifierSettings(context);
    this.pendingDownloads = new ArrayMap<>();
    this.manifestsToDownload = null;

    this.workId = workerParams.getInputData().getLong(INPUT_DATA_KEY_WORK_ID, 0);
    this.workScheduledTimeMillis =
        workerParams.getInputData().getLong(INPUT_DATA_KEY_SCHEDULED_TIMESTAMP, 0);
    this.clock = Clock.systemUTC();
  }

  @VisibleForTesting
  ModelDownloadWorker(
      Context context,
      WorkerParameters workerParams,
      ListeningExecutorService executorService,
      ModelDownloader modelDownloader,
      DownloadedModelManager downloadedModelManager,
      TextClassifierSettings settings,
      long workId,
      Clock clock,
      long workScheduledTimeMillis) {
    super(context, workerParams);
    this.executorService = executorService;
    this.downloader = modelDownloader;
    this.downloadedModelManager = downloadedModelManager;
    this.settings = settings;
    this.pendingDownloads = new ArrayMap<>();
    this.manifestsToDownload = null;
    this.workId = workId;
    this.clock = clock;
    this.workScheduledTimeMillis = workScheduledTimeMillis;
  }

  @Override
  public final ListenableFuture<ListenableWorker.Result> startWork() {
    TcLog.d(TAG, "Start download work...");
    workStartedTimeMillis = getCurrentTimeMillis();
    // Notice: startWork() is invoked on the main thread
    if (!settings.isModelDownloadManagerEnabled()) {
      TcLog.e(TAG, "Model Downloader is disabled. Abort the work.");
      logDownloadWorkCompleted(
          TextClassifierDownloadLogger.WORK_RESULT_FAILURE_MODEL_DOWNLOADER_DISABLED);
      return Futures.immediateFuture(ListenableWorker.Result.failure());
    }
    if (getRunAttemptCount() >= settings.getModelDownloadWorkerMaxAttempts()) {
      TcLog.d(TAG, "Max attempt reached. Abort download work.");
      logDownloadWorkCompleted(
          TextClassifierDownloadLogger.WORK_RESULT_FAILURE_MAX_RUN_ATTEMPT_REACHED);
      return Futures.immediateFuture(ListenableWorker.Result.failure());
    }

    return FluentFuture.from(Futures.submitAsync(this::checkAndDownloadModels, executorService))
        .transform(
            downloadResult -> {
              Preconditions.checkNotNull(manifestsToDownload);
              downloadedModelManager.onDownloadCompleted(manifestsToDownload);
              TcLog.d(TAG, "Download work completed: " + downloadResult);
              if (downloadResult.failureCount() == 0) {
                logDownloadWorkCompleted(
                    downloadResult.successCount() > 0
                        ? TextClassifierDownloadLogger.WORK_RESULT_SUCCESS_MODEL_DOWNLOADED
                        : TextClassifierDownloadLogger.WORK_RESULT_SUCCESS_NO_UPDATE_AVAILABLE);
                return ListenableWorker.Result.success();
              } else {
                logDownloadWorkCompleted(
                    TextClassifierDownloadLogger.WORK_RESULT_RETRY_MODEL_DOWNLOAD_FAILED);
                return ListenableWorker.Result.retry();
              }
            },
            executorService)
        .catching(
            Throwable.class,
            t -> {
              TcLog.e(TAG, "Unexpected Exception during downloading: ", t);
              logDownloadWorkCompleted(
                  TextClassifierDownloadLogger.WORK_RESULT_RETRY_RUNTIME_EXCEPTION);
              return ListenableWorker.Result.retry();
            },
            executorService);
  }

  /**
   * Checks device settings and returns the list of locales to download according to multi language
   * support settings. Guarantees that the primary locale goes first.
   */
  private ImmutableList<Locale> getLocalesToDownload() {
    LocaleList localeList = LocaleList.getAdjustedDefault();
    Locale primaryLocale = localeList.get(0);
    if (!settings.isMultiLanguageSupportEnabled()) {
      return ImmutableList.of(primaryLocale);
    }
    ImmutableList.Builder<Locale> localesToDownloadBuilder = ImmutableList.builder();
    int size = min(settings.getMultiLanguageModelsLimit(), localeList.size());
    for (int i = 0; i < size; i++) {
      localesToDownloadBuilder.add(localeList.get(i));
    }
    return localesToDownloadBuilder.build();
  }

  /**
   * Returns list of locales to download from {@code localeList} for the given {@code modelType}.
   */
  private ImmutableList<Locale> getLocalesToDownloadByType(
      ImmutableList<Locale> localeList, @ModelTypeDef String modelType) {
    if (!settings.getEnabledModelTypesForMultiLanguageSupport().contains(modelType)) {
      return ImmutableList.of(Locale.getDefault());
    }
    return localeList;
  }

  /**
   * Check device config and dispatch download tasks for all modelTypes.
   *
   * <p>Download tasks will be combined and logged after completion. Return true if all tasks
   * succeeded
   */
  private ListenableFuture<DownloadResult> checkAndDownloadModels() {
    ImmutableList<Locale> localesToDownload = getLocalesToDownload();
    ArrayList<ListenableFuture<Boolean>> downloadResultFutures = new ArrayList<>();
    ImmutableMap.Builder<String, ManifestsToDownloadByType> manifestsToDownloadBuilder =
        ImmutableMap.builder();
    for (String modelType : ModelType.values()) {
      ImmutableList<Locale> localesToDownloadByType =
          getLocalesToDownloadByType(localesToDownload, modelType);
      ImmutableMap.Builder<String, String> localeTagToManifestUrlBuilder = ImmutableMap.builder();
      for (Locale locale : localesToDownloadByType) {
        Pair<String, String> bestLocaleTagAndManifestUrl =
            LocaleUtils.lookupBestLocaleTagAndManifestUrl(modelType, locale, settings);
        if (bestLocaleTagAndManifestUrl == null) {
          TcLog.w(
              TAG,
              String.format(
                  Locale.US, "No suitable manifest for %s, %s", modelType, locale.toLanguageTag()));
          continue;
        }
        String bestLocaleTag = bestLocaleTagAndManifestUrl.first;
        String manifestUrl = bestLocaleTagAndManifestUrl.second;
        localeTagToManifestUrlBuilder.put(bestLocaleTag, manifestUrl);
        TcLog.d(
            TAG,
            String.format(
                Locale.US,
                "model type: %s, current locale tag: %s, best locale tag: %s, manifest url: %s",
                modelType,
                locale.toLanguageTag(),
                bestLocaleTag,
                manifestUrl));
        if (!shouldDownloadManifest(modelType, bestLocaleTag, manifestUrl)) {
          continue;
        }
        downloadResultFutures.add(
            downloadManifestAndRegister(modelType, bestLocaleTag, manifestUrl));
      }
      manifestsToDownloadBuilder.put(
          modelType,
          ManifestsToDownloadByType.create(localeTagToManifestUrlBuilder.buildOrThrow()));
    }
    manifestsToDownload = manifestsToDownloadBuilder.buildOrThrow();

    return Futures.whenAllComplete(downloadResultFutures)
        .call(
            () -> {
              TcLog.d(TAG, "All Download Tasks Completed");
              int successCount = 0;
              int failureCount = 0;
              for (ListenableFuture<Boolean> downloadResultFuture : downloadResultFutures) {
                if (Futures.getDone(downloadResultFuture)) {
                  successCount += 1;
                } else {
                  failureCount += 1;
                }
              }
              return DownloadResult.create(successCount, failureCount);
            },
            executorService);
  }

  private boolean shouldDownloadManifest(
      @ModelTypeDef String modelType, String localeTag, String manifestUrl) {
    Manifest downloadedManifest = downloadedModelManager.getManifest(manifestUrl);
    if (downloadedManifest == null) {
      return true;
    }
    if (downloadedManifest.getStatus() == Manifest.STATUS_FAILED) {
      if (downloadedManifest.getFailureCounts() >= settings.getManifestDownloadMaxAttempts()) {
        TcLog.w(
            TAG,
            String.format(
                Locale.US,
                "Manifest failed too many times, stop retrying: %s %d",
                manifestUrl,
                downloadedManifest.getFailureCounts()));
        return false;
      } else {
        return true;
      }
    }
    ManifestEnrollment manifestEnrollment =
        downloadedModelManager.getManifestEnrollment(modelType, localeTag);
    return manifestEnrollment == null || !manifestUrl.equals(manifestEnrollment.getManifestUrl());
  }

  /**
   * Downloads a single manifest and models configured inside it.
   *
   * <p>The returned future should always resolve to a ManifestDownloadResult as we catch all
   * exceptions.
   */
  private ListenableFuture<Boolean> downloadManifestAndRegister(
      @ModelTypeDef String modelType, String localeTag, String manifestUrl) {
    long downloadStartTimestamp = getCurrentTimeMillis();
    return FluentFuture.from(downloadManifest(manifestUrl))
        .transform(
            unused -> {
              downloadedModelManager.registerManifestEnrollment(modelType, localeTag, manifestUrl);
              TextClassifierDownloadLogger.downloadSucceeded(
                  workId,
                  modelType,
                  manifestUrl,
                  getRunAttemptCount(),
                  getCurrentTimeMillis() - downloadStartTimestamp);
              TcLog.d(TAG, "Manifest downloaded and registered: " + manifestUrl);
              return true;
            },
            executorService)
        .catching(
            Throwable.class,
            t -> {
              downloadedModelManager.registerManifestDownloadFailure(manifestUrl);
              int errorCode = ModelDownloadException.UNKNOWN_FAILURE_REASON;
              int downloaderLibErrorCode = 0;
              if (t instanceof ModelDownloadException) {
                ModelDownloadException mde = (ModelDownloadException) t;
                errorCode = mde.getErrorCode();
                downloaderLibErrorCode = mde.getDownloaderLibErrorCode();
              }
              TcLog.e(TAG, "Failed to download manfiest: " + manifestUrl, t);
              TextClassifierDownloadLogger.downloadFailed(
                  workId,
                  modelType,
                  manifestUrl,
                  errorCode,
                  getRunAttemptCount(),
                  downloaderLibErrorCode,
                  getCurrentTimeMillis() - downloadStartTimestamp);
              return false;
            },
            executorService);
  }

  // Download a manifest and its models, and register it to Manifest table.
  private ListenableFuture<Void> downloadManifest(String manifestUrl) {
    synchronized (lock) {
      Manifest downloadedManifest = downloadedModelManager.getManifest(manifestUrl);
      if (downloadedManifest != null
          && downloadedManifest.getStatus() == Manifest.STATUS_SUCCEEDED) {
        TcLog.d(TAG, "Manifest already downloaded: " + manifestUrl);
        return Futures.immediateVoidFuture();
      }
      if (pendingDownloads.containsKey(manifestUrl)) {
        return pendingDownloads.get(manifestUrl);
      }
      ListenableFuture<Void> manfiestDownloadFuture =
          FluentFuture.from(downloader.downloadManifest(manifestUrl))
              .transformAsync(
                  manifest -> {
                    ModelManifest.Model modelInfo = manifest.getModels(0);
                    return Futures.transform(
                        downloadModel(modelInfo), unused -> modelInfo, executorService);
                  },
                  executorService)
              .transform(
                  modelInfo -> {
                    downloadedModelManager.registerManifest(manifestUrl, modelInfo.getUrl());
                    return null;
                  },
                  executorService);
      pendingDownloads.put(manifestUrl, manfiestDownloadFuture);
      return manfiestDownloadFuture;
    }
  }

  // Download a model and register it into Model table.
  private ListenableFuture<Void> downloadModel(ModelManifest.Model modelInfo) {
    String modelUrl = modelInfo.getUrl();
    synchronized (lock) {
      Model downloadedModel = downloadedModelManager.getModel(modelUrl);
      if (downloadedModel != null) {
        TcLog.d(TAG, "Model file already exists: " + downloadedModel.getModelPath());
        return Futures.immediateVoidFuture();
      }
      if (pendingDownloads.containsKey(modelUrl)) {
        return pendingDownloads.get(modelUrl);
      }
      ListenableFuture<Void> modelDownloadFuture =
          FluentFuture.from(
                  downloader.downloadModel(
                      downloadedModelManager.getModelDownloaderDir(), modelInfo))
              .transform(
                  modelFile -> {
                    downloadedModelManager.registerModel(modelUrl, modelFile.getAbsolutePath());
                    TcLog.d(TAG, "Model File downloaded: " + modelUrl);
                    return null;
                  },
                  executorService);
      pendingDownloads.put(modelUrl, modelDownloadFuture);
      return modelDownloadFuture;
    }
  }

  /**
   * This method will be called when we our work gets interrupted by the system. Result future
   * should have already been cancelled in that case. Unless it's because the REPLACE policy of
   * WorkManager unique queue, the interrupted work will be rescheduled later.
   */
  @Override
  public final void onStopped() {
    TcLog.d(TAG, String.format(Locale.US, "Stop download. Attempt:%d", getRunAttemptCount()));
    logDownloadWorkCompleted(TextClassifierDownloadLogger.WORK_RESULT_RETRY_STOPPED_BY_OS);
  }

  private long getCurrentTimeMillis() {
    return clock.instant().toEpochMilli();
  }

  private void logDownloadWorkCompleted(int workResult) {
    if (workStartedTimeMillis < workScheduledTimeMillis) {
      TcLog.w(
          TAG,
          String.format(
              Locale.US,
              "Bad workStartedTimeMillis: %d, workScheduledTimeMillis: %d",
              workStartedTimeMillis,
              workScheduledTimeMillis));
      workStartedTimeMillis = workScheduledTimeMillis;
    }
    TextClassifierDownloadLogger.downloadWorkCompleted(
        workId,
        workResult,
        getRunAttemptCount(),
        workStartedTimeMillis - workScheduledTimeMillis,
        getCurrentTimeMillis() - workStartedTimeMillis);
  }

  @AutoValue
  abstract static class DownloadResult {
    public abstract int successCount();

    public abstract int failureCount();

    public static DownloadResult create(int successCount, int failureCount) {
      return new AutoValue_ModelDownloadWorker_DownloadResult(successCount, failureCount);
    }
  }
}