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diff --git a/adservices/tests/cts/endtoends/topics/mdd/src/com/android/adservices/tests/cts/topics/mdd/TopicsManagerMddTest.java b/adservices/tests/cts/endtoends/topics/mdd/src/com/android/adservices/tests/cts/topics/mdd/TopicsManagerMddTest.java
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+/*
+ * Copyright (C) 2022 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.adservices.tests.cts.topics;
+
+import static com.google.common.truth.Truth.assertThat;
+
+import android.adservices.clients.topics.AdvertisingTopicsClient;
+import android.adservices.topics.GetTopicsResponse;
+import android.adservices.topics.Topic;
+import android.content.Context;
+import android.content.Intent;
+import android.content.pm.PackageManager;
+import android.content.pm.ResolveInfo;
+import android.content.pm.ServiceInfo;
+import android.util.Log;
+
+import androidx.test.core.app.ApplicationProvider;
+
+import com.android.compatibility.common.util.ShellUtils;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.concurrent.Executor;
+import java.util.concurrent.Executors;
+
+@RunWith(JUnit4.class)
+public class TopicsManagerMddTest {
+ private static final String TAG = "TopicsManagerMddTest";
+ // The JobId of the Epoch Computation.
+ private static final int EPOCH_JOB_ID = 2;
+ // Job ID for Mdd Wifi Charging Task.
+ public static final int MDD_WIFI_CHARGING_PERIODIC_TASK_JOB_ID = 14;
+
+ // Override the Epoch Job Period to this value to speed up the epoch computation.
+ private static final long TEST_EPOCH_JOB_PERIOD_MS = 3000;
+ // Waiting time for assets to be downloaded after triggering MDD job.
+ private static final long TEST_MDD_DOWNLOAD_WAIT_TIME_MS = 10000;
+
+ // Default Epoch Period.
+ private static final long TOPICS_EPOCH_JOB_PERIOD_MS = 7 * 86_400_000; // 7 days.
+
+ // Classifier test constants.
+ private static final int TEST_CLASSIFIER_NUMBER_OF_TOP_LABELS = 5;
+ // Each app is given topics with a confidence score between 0.0 to 1.0 float value. This
+ // denotes how confident are you that a particular topic t1 is related to the app x that is
+ // classified.
+ // Threshold value for classifier confidence set to 0 to allow all topics and avoid filtering.
+ private static final float TEST_CLASSIFIER_THRESHOLD = 0.0f;
+ // classifier_type flag for ON_DEVICE_CLASSIFIER.
+ private static final int ON_DEVICE_CLASSIFIER = 1;
+ // Manifest file that points to CTS test assets:
+ // http://google3/wireless/android/adservices/mdd/topics_classifier/cts_test_1/
+ // These assets are have asset version set to 0 for verification in tests.
+ private static final String TEST_MDD_MANIFEST_FILE_URL =
+ "https://www.gstatic.com/mdi-serving/rubidium-adservices-topics-classifier/1043"
+ + "/784a7d30e5ac9fd6410fb017b05f392f67e9659a";
+
+ // Classifier default constants.
+ private static final int DEFAULT_CLASSIFIER_NUMBER_OF_TOP_LABELS = 3;
+ // Threshold value for classifier confidence set back to the default.
+ private static final float DEFAULT_CLASSIFIER_THRESHOLD = 0.1f;
+ // PRECOMPUTED_THEN_ON_DEVICE_CLASSIFIER
+ private static final int DEFAULT_CLASSIFIER_TYPE = 3;
+ private static final String DEFAULT_MDD_MANIFEST_FILE_URL =
+ "https://dl.google.com/mdi-serving/adservices/topics_classifier/manifest_configs/2"
+ + "/manifest_config_1661376643699.binaryproto";
+
+ // Use 0 percent for random topic in the test so that we can verify the returned topic.
+ private static final int TEST_TOPICS_PERCENTAGE_FOR_RANDOM_TOPIC = 0;
+ private static final int TOPICS_PERCENTAGE_FOR_RANDOM_TOPIC = 5;
+
+ protected static final Context sContext = ApplicationProvider.getApplicationContext();
+ private static final Executor CALLBACK_EXECUTOR = Executors.newCachedThreadPool();
+
+ // Used to get the package name. Copied over from com.android.adservices.AdServicesCommon
+ private static final String TOPICS_SERVICE_NAME = "android.adservices.TOPICS_SERVICE";
+ private static final String ADSERVICES_PACKAGE_NAME = getAdServicesPackageName();
+
+ @Before
+ public void setup() throws Exception {
+ // We need to skip 3 epochs so that if there is any usage from other test runs, it will
+ // not be used for epoch retrieval.
+ Thread.sleep(3 * TEST_EPOCH_JOB_PERIOD_MS);
+
+ overrideEpochPeriod(TEST_EPOCH_JOB_PERIOD_MS);
+ // We need to turn off random topic so that we can verify the returned topic.
+ overridePercentageForRandomTopic(TEST_TOPICS_PERCENTAGE_FOR_RANDOM_TOPIC);
+ }
+
+ @After
+ public void teardown() {
+ overrideEpochPeriod(TOPICS_EPOCH_JOB_PERIOD_MS);
+ overridePercentageForRandomTopic(TOPICS_PERCENTAGE_FOR_RANDOM_TOPIC);
+ }
+
+ @Test
+ public void testTopicsManager_downloadModelViaMdd_runOnDeviceClassifier() throws Exception {
+ // Set up test flags for on-device classification.
+ setupFlagsForOnDeviceClassifier();
+
+ // Override manifest URL for Mdd.
+ overrideMddManifestFileURL(TEST_MDD_MANIFEST_FILE_URL);
+ // Download assets via Mdd for testing.
+ triggerMddToDownload();
+ // Wait for 10 seconds for the assets to be downloaded.
+ Thread.sleep(TEST_MDD_DOWNLOAD_WAIT_TIME_MS);
+
+ // The Test App has 1 SDK: sdk1
+ // sdk1 calls the Topics API.
+ AdvertisingTopicsClient advertisingTopicsClient1 =
+ new AdvertisingTopicsClient.Builder()
+ .setContext(sContext)
+ .setSdkName("sdk1")
+ .setExecutor(CALLBACK_EXECUTOR)
+ .build();
+
+ // At beginning, Sdk1 receives no topic.
+ GetTopicsResponse sdk1Result = advertisingTopicsClient1.getTopics().get();
+ assertThat(sdk1Result.getTopics()).isEmpty();
+
+ // Now force the Epoch Computation Job. This should be done in the same epoch for
+ // callersCanLearnMap to have the entry for processing.
+ forceEpochComputationJob();
+
+ // Wait to the next epoch. We will not need to do this after we implement the fix in
+ // go/rb-topics-epoch-scheduling
+ Thread.sleep(TEST_EPOCH_JOB_PERIOD_MS);
+
+ // Since the sdk3 called the Topics API in the previous Epoch, it should receive some topic.
+ sdk1Result = advertisingTopicsClient1.getTopics().get();
+ assertThat(sdk1Result.getTopics()).isNotEmpty();
+
+ // We only have 5 topics classified by the on-device classifier.
+ // The app will be assigned one random topic from one of these 5 topics.
+ assertThat(sdk1Result.getTopics()).hasSize(1);
+ Topic topic = sdk1Result.getTopics().get(0);
+
+ // Top 5 classifications for empty string with v1 model are [10230, 10253, 10227, 10250,
+ // 10257]. This is
+ // computed by running the model on the device for empty string.
+ // topic is one of the 5 classification topics of the Test App.
+ List<Integer> expectedTopTopicIds = Arrays.asList(10230, 10253, 10227, 10250, 10257);
+ assertThat(topic.getTopicId()).isIn(expectedTopTopicIds);
+
+ // Verify assets are from the downloaded assets. These assets have asset version set to 0
+ // for verification.
+ // Test assets downloaded for CTS test:
+ // http://google3/wireless/android/adservices/mdd/topics_classifier/cts_test_1/
+ assertThat(topic.getModelVersion()).isAtLeast(0L);
+ assertThat(topic.getTaxonomyVersion()).isAtLeast(0L);
+
+ // Clean up test flags setup for on-device classification.
+ cleanupFlagsForOnDeviceClassifier();
+
+ // Reset Mdd manifest file url to default
+ overrideMddManifestFileURL(DEFAULT_MDD_MANIFEST_FILE_URL);
+ }
+
+ // Setup test flag values for on-device classifier.
+ private void setupFlagsForOnDeviceClassifier() {
+ // Set classifier flag to use on-device classifier.
+ overrideClassifierType(ON_DEVICE_CLASSIFIER);
+
+ // Set number of top labels returned by the on-device classifier to 5.
+ overrideClassifierNumberOfTopLabels(TEST_CLASSIFIER_NUMBER_OF_TOP_LABELS);
+ // Remove classifier threshold by setting it to 0.
+ overrideClassifierThreshold(TEST_CLASSIFIER_THRESHOLD);
+ }
+
+ // Reset test flags used for on-device classifier.
+ private void cleanupFlagsForOnDeviceClassifier() {
+ // Set classifier flag back to default.
+ overrideClassifierType(DEFAULT_CLASSIFIER_TYPE);
+
+ // Set number of top labels returned by the on-device classifier back to default.
+ overrideClassifierNumberOfTopLabels(DEFAULT_CLASSIFIER_NUMBER_OF_TOP_LABELS);
+ // Set classifier threshold back to default.
+ overrideClassifierThreshold(DEFAULT_CLASSIFIER_THRESHOLD);
+ }
+
+ // Override the flag to set manifest url for Mdd.
+ private void overrideMddManifestFileURL(String val) {
+ ShellUtils.runShellCommand(
+ "device_config put adservices mdd_topics_classifier_manifest_file_url " + val);
+ }
+
+ // Override the flag to select classifier type.
+ private void overrideClassifierType(int val) {
+ ShellUtils.runShellCommand("device_config put adservices classifier_type " + val);
+ }
+
+ // Override the flag to change the number of top labels returned by on-device classifier type.
+ private void overrideClassifierNumberOfTopLabels(int val) {
+ ShellUtils.runShellCommand(
+ "device_config put adservices classifier_number_of_top_labels " + val);
+ }
+
+ // Override the flag to change the threshold for the classifier.
+ private void overrideClassifierThreshold(float val) {
+ ShellUtils.runShellCommand("device_config put adservices classifier_threshold " + val);
+ }
+
+ // Override the Epoch Period to shorten the Epoch Length in the test.
+ private void overrideEpochPeriod(long overrideEpochPeriod) {
+ ShellUtils.runShellCommand(
+ "setprop debug.adservices.topics_epoch_job_period_ms " + overrideEpochPeriod);
+ }
+
+ // Override the Percentage For Random Topic in the test.
+ private void overridePercentageForRandomTopic(long overridePercentage) {
+ ShellUtils.runShellCommand(
+ "setprop debug.adservices.topics_percentage_for_random_topics "
+ + overridePercentage);
+ }
+
+ private void triggerMddToDownload() {
+ // Forces JobScheduler to run Mdd.
+ ShellUtils.runShellCommand(
+ "cmd jobscheduler run -f"
+ + " "
+ + ADSERVICES_PACKAGE_NAME
+ + " "
+ + MDD_WIFI_CHARGING_PERIODIC_TASK_JOB_ID);
+ }
+
+ /** Forces JobScheduler to run the Epoch Computation job */
+ private void forceEpochComputationJob() {
+ ShellUtils.runShellCommand(
+ "cmd jobscheduler run -f" + " " + ADSERVICES_PACKAGE_NAME + " " + EPOCH_JOB_ID);
+ }
+
+ // Used to get the package name. Copied over from com.android.adservices.AndroidServiceBinder
+ private static String getAdServicesPackageName() {
+ final Intent intent = new Intent(TOPICS_SERVICE_NAME);
+ final List<ResolveInfo> resolveInfos =
+ sContext.getPackageManager()
+ .queryIntentServices(intent, PackageManager.MATCH_SYSTEM_ONLY);
+
+ if (resolveInfos == null || resolveInfos.isEmpty()) {
+ Log.e(
+ TAG,
+ "Failed to find resolveInfo for adServices service. Intent action: "
+ + TOPICS_SERVICE_NAME);
+ return null;
+ }
+
+ if (resolveInfos.size() > 1) {
+ Log.e(
+ TAG,
+ String.format(
+ "Found multiple services (%1$s) for the same intent action (%2$s)",
+ TOPICS_SERVICE_NAME, resolveInfos));
+ return null;
+ }
+
+ final ServiceInfo serviceInfo = resolveInfos.get(0).serviceInfo;
+ if (serviceInfo == null) {
+ Log.e(TAG, "Failed to find serviceInfo for adServices service");
+ return null;
+ }
+
+ return serviceInfo.packageName;
+ }
+}