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docs(sample): Add sample for native image support in Bigquery (#1829)
* doc(java): add sample for native image support * rename test; remove unused deps * fix readme * 🦉 Updates from OwlBot See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>
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# BigQuery Sample Application with Native Image | ||
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The BigQuery sample application demonstrates some common operations with [Google Cloud BigQuery](https://cloud.google.com/bigquery) and is compatible with Native Image compilation. | ||
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## Setup Instructions | ||
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1. Follow the [GCP Project Authentication and Native Image Setup Instructions](../../README.md). | ||
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2. [Enable the BigQuery APIs](https://console.cloud.google.com/apis/api/bigquery.googleapis.com). | ||
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### Run with Native Image Support | ||
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Navigate to this directory in a new terminal. | ||
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1. Compile the application using the Native Image Compiler. This step may take a few minutes. | ||
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``` | ||
mvn package -P native -DskipTests | ||
``` | ||
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2. Run the application: | ||
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``` | ||
./target/native-image-sample | ||
``` | ||
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3. The application will create a sample BigQuery dataset in your GCP project called `nativeimage_test_dataset` and perform some simple operations like creating a table, inserting data, and running a query. | ||
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If you would like to delete the BigQuery dataset later, you can manage your BigQuery resources through [Google Cloud Console](https://console.cloud.google.com/bigquery) to clean up BigQuery resources under your project. | ||
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When you run the application, you'll see output like this in the terminal: | ||
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``` | ||
Created new table: nativeimage_test_table_2351b0891d2f48af9309bd289c3bad13 | ||
Successfully inserted test row. | ||
Queried the following records: | ||
User id: TestUser-2f39e3ec-d81a-483f-9ec0-b9bd54155710 | age: 40 | ||
Deleted table: nativeimage_test_table_2351b0891d2f48af9309bd289c3bad13 | ||
``` | ||
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### Sample Integration test with Native Image Support | ||
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In order to run the sample integration test, call the following command: | ||
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``` | ||
mvn test -Pnative | ||
``` |
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<?xml version='1.0' encoding='UTF-8'?> | ||
<!-- | ||
~ Copyright 2022 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. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<groupId>com.example.bigquery</groupId> | ||
<artifactId>native-image-sample</artifactId> | ||
<name>Native Image Sample</name> | ||
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<parent> | ||
<groupId>com.google.cloud.samples</groupId> | ||
<artifactId>shared-configuration</artifactId> | ||
<version>1.2.0</version> | ||
</parent> | ||
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<properties> | ||
<maven.compiler.target>1.8</maven.compiler.target> | ||
<maven.compiler.source>1.8</maven.compiler.source> | ||
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | ||
</properties> | ||
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<dependencyManagement> | ||
<dependencies> | ||
<dependency> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>libraries-bom</artifactId> | ||
<version>24.2.0</version> | ||
<type>pom</type> | ||
<scope>import</scope> | ||
</dependency> | ||
</dependencies> | ||
</dependencyManagement> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>google-cloud-bigquery</artifactId> | ||
</dependency> | ||
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<!-- Test dependencies --> | ||
<dependency> | ||
<groupId>junit</groupId> | ||
<artifactId>junit</artifactId> | ||
<version>4.13.2</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.google.truth</groupId> | ||
<artifactId>truth</artifactId> | ||
<version>1.1.3</version> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-jar-plugin</artifactId> | ||
<configuration> | ||
<archive> | ||
<manifest> | ||
<mainClass>com.example.bigquery.NativeImageBigquerySample | ||
</mainClass> | ||
</manifest> | ||
</archive> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
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<!-- Native Profile--> | ||
<profiles> | ||
<profile> | ||
<id>native</id> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>native-image-support</artifactId> | ||
<version>0.10.0</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.junit.vintage</groupId> | ||
<artifactId>junit-vintage-engine</artifactId> | ||
<version>5.8.2</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.graalvm.buildtools</groupId> | ||
<artifactId>junit-platform-native</artifactId> | ||
<version>0.9.9</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-surefire-plugin | ||
</artifactId> <!-- Must use older version of surefire plugin for native-image testing. --> | ||
<version>2.22.2</version> | ||
<configuration> | ||
<includes> | ||
<include>**/*IT</include> | ||
</includes> | ||
</configuration> | ||
</plugin> | ||
<plugin> | ||
<groupId>org.graalvm.buildtools</groupId> | ||
<artifactId>native-maven-plugin</artifactId> | ||
<version>0.9.9</version> | ||
<extensions>true</extensions> | ||
<configuration> | ||
<mainClass>com.example.bigquery.NativeImageBigquerySample | ||
</mainClass> | ||
<buildArgs> | ||
<buildArg>--no-fallback</buildArg> | ||
<buildArg>--no-server</buildArg> | ||
</buildArgs> | ||
</configuration> | ||
<executions> | ||
<execution> | ||
<id>build-native</id> | ||
<goals> | ||
<goal>build</goal> | ||
<goal>test</goal> | ||
</goals> | ||
<phase>package</phase> | ||
</execution> | ||
<execution> | ||
<id>test-native</id> | ||
<goals> | ||
<goal>test</goal> | ||
</goals> | ||
<phase>test</phase> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</profile> | ||
</profiles> | ||
</project> |
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/* | ||
* Copyright 2022 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.BigQueryError; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.Dataset; | ||
import com.google.cloud.bigquery.DatasetInfo; | ||
import com.google.cloud.bigquery.Field; | ||
import com.google.cloud.bigquery.FieldValueList; | ||
import com.google.cloud.bigquery.InsertAllRequest; | ||
import com.google.cloud.bigquery.InsertAllResponse; | ||
import com.google.cloud.bigquery.QueryJobConfiguration; | ||
import com.google.cloud.bigquery.Schema; | ||
import com.google.cloud.bigquery.StandardSQLTypeName; | ||
import com.google.cloud.bigquery.StandardTableDefinition; | ||
import com.google.cloud.bigquery.Table; | ||
import com.google.cloud.bigquery.TableDefinition; | ||
import com.google.cloud.bigquery.TableId; | ||
import com.google.cloud.bigquery.TableInfo; | ||
import com.google.cloud.bigquery.TableResult; | ||
import java.util.HashMap; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.UUID; | ||
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/** | ||
* Sample application demonstrating BigQuery operations. | ||
* | ||
* <p>Note: This application will create a BigQuery dataset in your GCP project. You can delete this | ||
* by viewing BigQuery in Cloud Console https://console.cloud.google.com/bigquery or by uncommenting | ||
* the call to `deleteDataset(..)` made in main(). | ||
*/ | ||
public class NativeImageBigquerySample { | ||
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private static final String DATASET_ID = "nativeimage_test_dataset"; | ||
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private static final String TABLE_ID = "nativeimage_test_table"; | ||
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private static final Schema TABLE_SCHEMA = | ||
Schema.of( | ||
Field.of("id", StandardSQLTypeName.STRING), Field.of("age", StandardSQLTypeName.INT64)); | ||
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/** Entrypoint to the application. */ | ||
public static void main(String[] args) throws InterruptedException { | ||
BigQuery bigQuery = BigQueryOptions.getDefaultInstance().getService(); | ||
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if (!hasDataset(bigQuery, DATASET_ID)) { | ||
createDataset(bigQuery, DATASET_ID); | ||
} | ||
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String tableName = TABLE_ID + "_" + UUID.randomUUID().toString().replace("-", ""); | ||
createTable(bigQuery, DATASET_ID, tableName, TABLE_SCHEMA); | ||
String testId = "TestUser-" + UUID.randomUUID().toString(); | ||
int testAge = 40; | ||
insertTestRecord(bigQuery, DATASET_ID, tableName, testId, testAge); | ||
queryTable(bigQuery, DATASET_ID, tableName); | ||
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// Clean up resources. | ||
deleteTable(bigQuery, DATASET_ID, tableName); | ||
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// Uncomment this to delete the created dataset. | ||
// deleteDataset(bigQuery, DATASET_ID); | ||
} | ||
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static String queryTable(BigQuery bigQuery, String datasetName, String tableName) | ||
throws InterruptedException { | ||
String fullyQualifiedTable = datasetName + "." + tableName; | ||
String query = "SELECT * FROM " + fullyQualifiedTable; | ||
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QueryJobConfiguration queryConfig = QueryJobConfiguration.newBuilder(query).build(); | ||
TableResult results = bigQuery.query(queryConfig); | ||
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String result = ""; | ||
System.out.println("Queried the following records: "); | ||
for (FieldValueList row : results.iterateAll()) { | ||
String rowStatement = | ||
String.format( | ||
"User id: %s | age: %d\n", | ||
row.get("id").getStringValue(), row.get("age").getLongValue()); | ||
result += rowStatement; | ||
System.out.println(row); | ||
} | ||
return result; | ||
} | ||
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static void insertTestRecord( | ||
BigQuery bigQuery, String datasetName, String tableName, String id, int age) { | ||
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Map<String, Object> rowContent = new HashMap<>(); | ||
rowContent.put("id", id); | ||
rowContent.put("age", age); | ||
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InsertAllRequest request = | ||
InsertAllRequest.newBuilder(datasetName, tableName).addRow(rowContent).build(); | ||
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InsertAllResponse response = bigQuery.insertAll(request); | ||
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if (response.hasErrors()) { | ||
System.out.println("Insert resulted in errors:"); | ||
for (Map.Entry<Long, List<BigQueryError>> entry : response.getInsertErrors().entrySet()) { | ||
System.out.println("Response error: \n" + entry.getValue()); | ||
} | ||
} else { | ||
System.out.println("Successfully inserted test row."); | ||
} | ||
} | ||
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static void createTable(BigQuery bigQuery, String datasetName, String tableName, Schema schema) { | ||
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TableId tableId = TableId.of(datasetName, tableName); | ||
TableDefinition tableDefinition = StandardTableDefinition.of(schema); | ||
TableInfo tableInfo = TableInfo.newBuilder(tableId, tableDefinition).build(); | ||
bigQuery.create(tableInfo); | ||
System.out.println("Created new table: " + tableName); | ||
} | ||
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static boolean hasTable(BigQuery bigQuery, String datasetName, String tableName) { | ||
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Page<Table> tables = bigQuery.listTables(datasetName); | ||
for (Table table : tables.iterateAll()) { | ||
if (tableName.equals(table.getTableId().getTable())) { | ||
return true; | ||
} | ||
} | ||
return false; | ||
} | ||
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static void createDataset(BigQuery bigQuery, String datasetName) { | ||
DatasetInfo datasetInfo = DatasetInfo.newBuilder(datasetName).build(); | ||
Dataset newDataset = bigQuery.create(datasetInfo); | ||
System.out.println("Created new dataset: " + newDataset.getDatasetId().getDataset()); | ||
} | ||
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static boolean hasDataset(BigQuery bigQuery, String datasetName) { | ||
Page<Dataset> datasets = bigQuery.listDatasets(); | ||
for (Dataset dataset : datasets.iterateAll()) { | ||
if (datasetName.equals(dataset.getDatasetId().getDataset())) { | ||
return true; | ||
} | ||
} | ||
return false; | ||
} | ||
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static void deleteTable(BigQuery bigQuery, String datasetName, String tableName) { | ||
bigQuery.getTable(datasetName, tableName).delete(); | ||
System.out.println("Deleted table: " + tableName); | ||
} | ||
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static void deleteDataset(BigQuery bigQuery, String datasetName) { | ||
bigQuery.getDataset(datasetName).delete(); | ||
System.out.println("Deleting dataset " + datasetName); | ||
} | ||
} |
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