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translate: add v3 samples for translate text with model (#1939)
* translate: add v3 samples for translate text with model * Add clarifying comments that explain chunks of the code
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translate/cloud-client/src/main/java/com/example/translate/BatchTranslateTextWithModel.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.translate; | ||
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// [START translate_v3_batch_translate_text_with_model] | ||
import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.translate.v3.BatchTranslateMetadata; | ||
import com.google.cloud.translate.v3.BatchTranslateResponse; | ||
import com.google.cloud.translate.v3.BatchTranslateTextRequest; | ||
import com.google.cloud.translate.v3.GcsDestination; | ||
import com.google.cloud.translate.v3.GcsSource; | ||
import com.google.cloud.translate.v3.InputConfig; | ||
import com.google.cloud.translate.v3.LocationName; | ||
import com.google.cloud.translate.v3.OutputConfig; | ||
import com.google.cloud.translate.v3.TranslationServiceClient; | ||
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import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class BatchTranslateTextWithModel { | ||
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public static void batchTranslateTextWithModel() | ||
throws InterruptedException, ExecutionException, IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "YOUR-PROJECT-ID"; | ||
// Supported Languages: https://cloud.google.com/translate/docs/languages | ||
String sourceLanguage = "your-source-language"; | ||
String targetLanguage = "your-target-language"; | ||
String inputUri = "gs://your-gcs-bucket/path/to/input/file.txt"; | ||
String outputUri = "gs://your-gcs-bucket/path/to/results/"; | ||
String modelId = "YOUR-MODEL-ID"; | ||
batchTranslateTextWithModel( | ||
projectId, sourceLanguage, targetLanguage, inputUri, outputUri, modelId); | ||
} | ||
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// Batch translate text using AutoML Translation model | ||
public static void batchTranslateTextWithModel( | ||
String projectId, | ||
String sourceLanguage, | ||
String targetLanguage, | ||
String inputUri, | ||
String outputUri, | ||
String modelId) | ||
throws IOException, ExecutionException, InterruptedException { | ||
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// 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 (TranslationServiceClient client = TranslationServiceClient.create()) { | ||
// Supported Locations: `global`, [glossary location], or [model location] | ||
// Glossaries must be hosted in `us-central1` | ||
// Custom Models must use the same location as your model. (us-central1) | ||
String location = "us-central1"; | ||
LocationName parent = LocationName.of(projectId, location); | ||
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// Configure the source of the file from a GCS bucket | ||
GcsSource gcsSource = GcsSource.newBuilder().setInputUri(inputUri).build(); | ||
// Supported Mime Types: https://cloud.google.com/translate/docs/supported-formats | ||
InputConfig inputConfig = | ||
InputConfig.newBuilder().setGcsSource(gcsSource).setMimeType("text/plain").build(); | ||
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// Configure where to store the output in a GCS bucket | ||
GcsDestination gcsDestination = | ||
GcsDestination.newBuilder().setOutputUriPrefix(outputUri).build(); | ||
OutputConfig outputConfig = | ||
OutputConfig.newBuilder().setGcsDestination(gcsDestination).build(); | ||
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// Configure the model used in the request | ||
String modelPath = | ||
String.format("projects/%s/locations/%s/models/%s", projectId, location, modelId); | ||
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// Build the request that will be sent to the API | ||
BatchTranslateTextRequest request = | ||
BatchTranslateTextRequest.newBuilder() | ||
.setParent(parent.toString()) | ||
.setSourceLanguageCode(sourceLanguage) | ||
.addTargetLanguageCodes(targetLanguage) | ||
.addInputConfigs(inputConfig) | ||
.setOutputConfig(outputConfig) | ||
.putModels(targetLanguage, modelPath) | ||
.build(); | ||
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// Start an asynchronous request | ||
OperationFuture<BatchTranslateResponse, BatchTranslateMetadata> future = | ||
client.batchTranslateTextAsync(request); | ||
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System.out.println("Waiting for operation to complete..."); | ||
BatchTranslateResponse response = future.get(); | ||
// Display the translation for each input text provided | ||
System.out.printf("Total Characters: %s\n", response.getTotalCharacters()); | ||
System.out.printf("Translated Characters: %s\n", response.getTranslatedCharacters()); | ||
} | ||
} | ||
} | ||
// [END translate_v3_batch_translate_text_with_model] |
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translate/cloud-client/src/main/java/com/example/translate/TranslateTextWithModel.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.translate; | ||
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// [START translate_v3_translate_text_with_model] | ||
import com.google.cloud.translate.v3.LocationName; | ||
import com.google.cloud.translate.v3.TranslateTextRequest; | ||
import com.google.cloud.translate.v3.TranslateTextResponse; | ||
import com.google.cloud.translate.v3.Translation; | ||
import com.google.cloud.translate.v3.TranslationServiceClient; | ||
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import java.io.IOException; | ||
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public class TranslateTextWithModel { | ||
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public static void translateTextWithModel() throws IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "YOUR-PROJECT-ID"; | ||
// Supported Languages: https://cloud.google.com/translate/docs/languages | ||
String sourceLanguage = "your-source-language"; | ||
String targetLanguage = "your-target-language"; | ||
String text = "your-text"; | ||
String modelId = "YOUR-MODEL-ID"; | ||
translateTextWithModel(projectId, sourceLanguage, targetLanguage, text, modelId); | ||
} | ||
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// Translating Text with Model | ||
public static void translateTextWithModel( | ||
String projectId, String sourceLanguage, String targetLanguage, String text, String modelId) | ||
throws IOException { | ||
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// 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 (TranslationServiceClient client = TranslationServiceClient.create()) { | ||
// Supported Locations: `global`, [glossary location], or [model location] | ||
// Glossaries must be hosted in `us-central1` | ||
// Custom Models must use the same location as your model. (us-central1) | ||
String location = "us-central1"; | ||
LocationName parent = LocationName.of(projectId, location); | ||
String modelPath = | ||
String.format("projects/%s/locations/%s/models/%s", projectId, location, modelId); | ||
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// Supported Mime Types: https://cloud.google.com/translate/docs/supported-formats | ||
TranslateTextRequest request = | ||
TranslateTextRequest.newBuilder() | ||
.setParent(parent.toString()) | ||
.setMimeType("text/plain") | ||
.setSourceLanguageCode(sourceLanguage) | ||
.setTargetLanguageCode(targetLanguage) | ||
.addContents(text) | ||
.setModel(modelPath) | ||
.build(); | ||
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TranslateTextResponse response = client.translateText(request); | ||
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// Display the translation for each input text provided | ||
for (Translation translation : response.getTranslationsList()) { | ||
System.out.printf("Translated text: %s\n", translation.getTranslatedText()); | ||
} | ||
} | ||
} | ||
} | ||
// [END translate_v3_translate_text_with_model] |
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...te/cloud-client/src/test/java/com/example/translate/BatchTranslateTextWithModelTests.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.translate; | ||
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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; | ||
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import com.google.cloud.storage.Blob; | ||
import com.google.cloud.storage.Storage; | ||
import com.google.cloud.storage.StorageOptions; | ||
import java.io.ByteArrayOutputStream; | ||
import java.io.IOException; | ||
import java.io.PrintStream; | ||
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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/** Tests for Batch Translate Text With Model sample. */ | ||
@RunWith(JUnit4.class) | ||
@SuppressWarnings("checkstyle:abbreviationaswordinname") | ||
public class BatchTranslateTextWithModelTests { | ||
private static final String PROJECT_ID = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
private static final String INPUT_URI = | ||
"gs://cloud-samples-data/translation/custom_model_text.txt"; | ||
private static final String MODEL_ID = "TRL2188848820815848149"; | ||
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private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
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private static final void cleanUpBucket() { | ||
Storage storage = StorageOptions.getDefaultInstance().getService(); | ||
Page<Blob> blobs = | ||
storage.list( | ||
PROJECT_ID, | ||
Storage.BlobListOption.currentDirectory(), | ||
Storage.BlobListOption.prefix("BATCH_TRANSLATION_OUTPUT/")); | ||
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deleteDirectory(storage, blobs); | ||
} | ||
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private static void deleteDirectory(Storage storage, Page<Blob> blobs) { | ||
for (Blob blob : blobs.iterateAll()) { | ||
System.out.println(blob.getBlobId()); | ||
if (!blob.delete()) { | ||
Page<Blob> subBlobs = | ||
storage.list( | ||
PROJECT_ID, | ||
Storage.BlobListOption.currentDirectory(), | ||
Storage.BlobListOption.prefix(blob.getName())); | ||
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deleteDirectory(storage, subBlobs); | ||
} | ||
} | ||
} | ||
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private static void requireEnvVar(String varName) { | ||
assertNotNull( | ||
"Environment variable '%s' is required to perform these tests.".format(varName), | ||
System.getenv(varName)); | ||
} | ||
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@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnvVar("GOOGLE_APPLICATION_CREDENTIALS"); | ||
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() { | ||
cleanUpBucket(); | ||
System.setOut(null); | ||
} | ||
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@Test | ||
public void testBatchTranslateTextWithModel() | ||
throws InterruptedException, ExecutionException, IOException { | ||
BatchTranslateTextWithModel.batchTranslateTextWithModel( | ||
PROJECT_ID, | ||
"en", | ||
"ja", | ||
INPUT_URI, | ||
"gs://" + PROJECT_ID + "/BATCH_TRANSLATION_OUTPUT/", | ||
MODEL_ID); | ||
String got = bout.toString(); | ||
assertThat(got).contains("Total Characters: 15"); | ||
} | ||
} |
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