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vision/snippets/src/main/java/com/example/vision/AsyncBatchAnnotateImages.java
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/* | ||
* Copyright 2020 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package com.example.vision; | ||
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// [START vision_async_batch_annotate_images] | ||
import com.google.cloud.vision.v1.AnnotateImageRequest; | ||
import com.google.cloud.vision.v1.AsyncBatchAnnotateImagesRequest; | ||
import com.google.cloud.vision.v1.AsyncBatchAnnotateImagesResponse; | ||
import com.google.cloud.vision.v1.Feature; | ||
import com.google.cloud.vision.v1.GcsDestination; | ||
import com.google.cloud.vision.v1.Image; | ||
import com.google.cloud.vision.v1.ImageAnnotatorClient; | ||
import com.google.cloud.vision.v1.ImageSource; | ||
import com.google.cloud.vision.v1.OutputConfig; | ||
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import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class AsyncBatchAnnotateImages { | ||
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public static void asyncBatchAnnotateImages() | ||
throws InterruptedException, ExecutionException, IOException { | ||
String inputImageUri = "gs://cloud-samples-data/vision/label/wakeupcat.jpg"; | ||
String outputUri = "gs://YOUR_BUCKET_ID/path/to/save/results/"; | ||
asyncBatchAnnotateImages(inputImageUri, outputUri); | ||
} | ||
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public static void asyncBatchAnnotateImages(String inputImageUri, String outputUri) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. After completing all of your requests, call | ||
// the "close" method on the client to safely clean up any remaining background resources. | ||
try (ImageAnnotatorClient imageAnnotatorClient = ImageAnnotatorClient.create()) { | ||
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// You can send multiple images to be annotated, this sample demonstrates how to do this with | ||
// one image. If you want to use multiple images, you have to create a `AnnotateImageRequest` | ||
// object for each image that you want annotated. | ||
// First specify where the vision api can find the image | ||
ImageSource source = ImageSource.newBuilder().setImageUri(inputImageUri).build(); | ||
Image image = Image.newBuilder().setSource(source).build(); | ||
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// Set the type of annotation you want to perform on the image | ||
// https://cloud.google.com/vision/docs/reference/rpc/google.cloud.vision.v1#google.cloud.vision.v1.Feature.Type | ||
Feature feature = Feature.newBuilder().setType(Feature.Type.LABEL_DETECTION).build(); | ||
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// Build the request object for that one image. Note: for additional images you have to create | ||
// additional `AnnotateImageRequest` objects and store them in a list to be used below. | ||
AnnotateImageRequest imageRequest = | ||
AnnotateImageRequest.newBuilder().setImage(image).addFeatures(feature).build(); | ||
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// Set where to store the results for the images that will be annotated. | ||
GcsDestination gcsDestination = GcsDestination.newBuilder().setUri(outputUri).build(); | ||
OutputConfig outputConfig = | ||
OutputConfig.newBuilder() | ||
.setGcsDestination(gcsDestination) | ||
.setBatchSize(2) // The max number of responses to output in each JSON file | ||
.build(); | ||
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// Add each `AnnotateImageRequest` object to the batch request and add the output config. | ||
AsyncBatchAnnotateImagesRequest request = | ||
AsyncBatchAnnotateImagesRequest.newBuilder() | ||
.addRequests(imageRequest) | ||
.setOutputConfig(outputConfig) | ||
.build(); | ||
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// Make the asynchronous batch request. | ||
AsyncBatchAnnotateImagesResponse response = | ||
imageAnnotatorClient.asyncBatchAnnotateImagesAsync(request).get(); | ||
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// The output is written to GCS with the provided output_uri as prefix | ||
String gcsOutputUri = response.getOutputConfig().getGcsDestination().getUri(); | ||
System.out.printf("Output written to GCS with prefix: %s\n", gcsOutputUri); | ||
} | ||
} | ||
} | ||
// [END vision_async_batch_annotate_images] |
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vision/snippets/src/test/java/com/example/vision/AsyncBatchAnnotateImagesTest.java
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/* | ||
* Copyright 2020 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package com.example.vision; | ||
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import static com.google.common.truth.Truth.assertThat; | ||
import static junit.framework.TestCase.assertNotNull; | ||
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import com.google.api.gax.paging.Page; | ||
import com.google.cloud.storage.Blob; | ||
import com.google.cloud.storage.Storage; | ||
import com.google.cloud.storage.StorageOptions; | ||
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import java.io.ByteArrayOutputStream; | ||
import java.io.IOException; | ||
import java.io.PrintStream; | ||
import java.util.UUID; | ||
import java.util.concurrent.ExecutionException; | ||
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import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.JUnit4; | ||
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@RunWith(JUnit4.class) | ||
@SuppressWarnings("checkstyle:abbreviationaswordinname") | ||
public class AsyncBatchAnnotateImagesTest { | ||
private static final String PROJECT_ID = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
private static final String INPUT_URI = "gs://cloud-samples-data/vision/label/wakeupcat.jpg"; | ||
private static final String PREFIX = String.format("vision/%s/", UUID.randomUUID().toString()); | ||
private static final String OUTPUT_URI = String.format("gs://%s/%s", PROJECT_ID, PREFIX); | ||
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private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
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private static void requireEnvVar(String varName) { | ||
assertNotNull( | ||
System.getenv(varName), | ||
"Environment variable '%s' is required to perform these tests.".format(varName)); | ||
} | ||
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@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnvVar("GOOGLE_CLOUD_PROJECT"); | ||
} | ||
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@Before | ||
public void setUp() { | ||
bout = new ByteArrayOutputStream(); | ||
out = new PrintStream(bout); | ||
System.setOut(out); | ||
} | ||
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@After | ||
public void tearDown() { | ||
System.setOut(null); | ||
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Storage storage = StorageOptions.getDefaultInstance().getService(); | ||
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Page<Blob> blobs = storage.list(PROJECT_ID, Storage.BlobListOption.currentDirectory(), | ||
Storage.BlobListOption.prefix(PREFIX)); | ||
for (Blob blob : blobs.iterateAll()) { | ||
blob.delete(); | ||
} | ||
} | ||
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@Test | ||
public void testSetEndpoint() throws IOException, ExecutionException, InterruptedException { | ||
AsyncBatchAnnotateImages.asyncBatchAnnotateImages(INPUT_URI, OUTPUT_URI); | ||
String got = bout.toString(); | ||
assertThat(got).contains("Output written to GCS with prefix"); | ||
} | ||
} |