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feat: new sample - Models: List model resources contained in a dataset (
#125) * feat: new sample - Models: List Models * update to use hamcrest truth * update base on comments * update base on comment * nit * nit * nit update * nit update
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samples/src/main/java/com/example/bigquery/ListModels.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.bigquery; | ||
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import com.google.api.gax.paging.Page; | ||
import com.google.cloud.bigquery.BigQuery; | ||
import com.google.cloud.bigquery.BigQuery.ModelListOption; | ||
import com.google.cloud.bigquery.BigQueryException; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.Model; | ||
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// [START bigquery_list_models] | ||
public class ListModels { | ||
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public static void runListModels() { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String datasetName = "MY_DATASET_NAME"; | ||
listModels(datasetName); | ||
} | ||
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public static void listModels(String datasetName) { | ||
try { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. | ||
BigQuery bigquery = BigQueryOptions.getDefaultInstance().getService(); | ||
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Page<Model> models = bigquery.listModels(datasetName, ModelListOption.pageSize(100)); | ||
if (models == null) { | ||
System.out.println("Dataset does not contain any models."); | ||
return; | ||
} | ||
models | ||
.iterateAll() | ||
.forEach(model -> System.out.printf("Success! Model ID: %s", model.getModelId())); | ||
} catch (BigQueryException e) { | ||
System.out.println("Models not listed in dataset due to error: \n" + e.toString()); | ||
} | ||
} | ||
} | ||
// [END bigquery_list_models] |
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samples/src/test/java/com/example/bigquery/ListModelsIT.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.bigquery; | ||
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import static junit.framework.TestCase.assertNotNull; | ||
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import com.google.common.truth.Truth; | ||
import java.io.ByteArrayOutputStream; | ||
import java.io.PrintStream; | ||
import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
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public class ListModelsIT { | ||
private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
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private static final String BIGQUERY_DATASET_NAME = System.getenv("BIGQUERY_DATASET_NAME"); | ||
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private static void requireEnvVar(String varName) { | ||
assertNotNull( | ||
"Environment variable " + varName + " is required to perform these tests.", | ||
System.getenv(varName)); | ||
} | ||
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@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnvVar("BIGQUERY_DATASET_NAME"); | ||
} | ||
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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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@Test | ||
public void testListModels() { | ||
ListModels.listModels(BIGQUERY_DATASET_NAME); | ||
Truth.assertThat(bout.toString()).contains("Success! Model ID"); | ||
} | ||
} |