/* * Copyright 2022 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). * You may not use this file except in compliance with the License. * A copy of the License is located at * * http://aws.amazon.com/apache2.0 * * or in the "license" file accompanying this file. This file 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.amplifyframework.predictions.aws; import android.content.Context; import android.graphics.Bitmap; import com.amplifyframework.auth.cognito.AWSCognitoAuthPlugin; import com.amplifyframework.predictions.PredictionsCategory; import com.amplifyframework.predictions.PredictionsException; import com.amplifyframework.predictions.aws.test.R; import com.amplifyframework.predictions.models.IdentifyActionType; import com.amplifyframework.predictions.models.Label; import com.amplifyframework.predictions.models.LabelType; import com.amplifyframework.predictions.result.IdentifyLabelsResult; import com.amplifyframework.testutils.Assets; import com.amplifyframework.testutils.sync.SynchronousAuth; import com.amplifyframework.testutils.sync.SynchronousPredictions; import com.amplifyframework.util.Empty; import org.junit.Before; import org.junit.Test; import io.reactivex.rxjava3.core.Observable; import static androidx.test.core.app.ApplicationProvider.getApplicationContext; import static org.junit.Assert.assertFalse; import static org.junit.Assert.assertNotNull; import static org.junit.Assert.assertTrue; /** * Tests that Predictions identify delivers a non-null * label detection result for valid input. */ public final class AWSPredictionsIdentifyLabelsTest { private SynchronousPredictions predictions; /** * Configure Predictions category before each test. * @throws Exception if {@link SynchronousAuth} initialization fails */ @Before public void setUp() throws Exception { Context context = getApplicationContext(); // Set up Auth SynchronousAuth.delegatingToCognito(context, new AWSCognitoAuthPlugin()); // Delegate to Predictions category PredictionsCategory asyncDelegate = TestPredictionsCategory.create(context, R.raw.amplifyconfiguration); predictions = SynchronousPredictions.delegatingTo(asyncDelegate); } /** * If {@link IdentifyActionType#DETECT_LABELS} is supplied instead of * {@link LabelType} as the action type for identify, then the operation * triggers error callback. * @throws Exception if prediction fails */ @Test(expected = PredictionsException.class) public void testUnspecificLabelDetectionTypeFails() throws Exception { IdentifyActionType type = IdentifyActionType.DETECT_LABELS; final Bitmap image = Assets.readAsBitmap("jeff_bezos.jpg"); predictions.identify(type, image); } /** * Assert label detection works. * @throws Exception if prediction fails */ @Test public void testIdentifyLabels() throws Exception { final Bitmap image = Assets.readAsBitmap("jeff_bezos.jpg"); // Identify the labels inside given image and assert non-null result. IdentifyLabelsResult result = (IdentifyLabelsResult) predictions.identify(LabelType.ALL, image); assertNotNull(result); // Assert that Jeff's portrait doesn't flag moderation :) assertFalse(result.isUnsafeContent()); // Assert at least one label is detected as "Person" assertFalse(Empty.check(result.getLabels())); assertTrue(Observable.fromIterable(result.getLabels()) .map(Label::getName) .toList() .blockingGet() .contains("Person")); } }