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docs(tutorials): add new tutorials directory and JsonWriterDefaultStr…
…eam tutorial (#1498) * docs(tutorials): add new tutorials directory and JsonWriterDefaultStream tutorial porting over tutorial from #1497 * exclude the templated files from owlbot * rename className * 🦉 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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name: auto-merge-readme | ||
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- main | ||
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name: samples | ||
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tutorials/JsonWriterDefaultStream/JsonWriterDefaultStream.java
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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.bigquerystorage; | ||
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import com.google.api.core.ApiFuture; | ||
import com.google.cloud.bigquery.BigQuery; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.Field; | ||
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.TableId; | ||
import com.google.cloud.bigquery.TableInfo; | ||
import com.google.cloud.bigquery.storage.v1.AppendRowsResponse; | ||
import com.google.cloud.bigquery.storage.v1.JsonStreamWriter; | ||
import com.google.cloud.bigquery.storage.v1.TableName; | ||
import com.google.cloud.bigquery.storage.v1.TableSchema; | ||
import com.google.protobuf.Descriptors.DescriptorValidationException; | ||
import java.io.BufferedReader; | ||
import java.io.FileReader; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
import org.json.JSONArray; | ||
import org.json.JSONObject; | ||
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public class JsonWriterDefaultStream { | ||
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public static void main(String[] args) throws Exception { | ||
if (args.length < 4) { | ||
System.out.println("Arguments: project, dataset, table, source_file"); | ||
return; | ||
} | ||
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String projectId = args[0]; | ||
String datasetName = args[1]; | ||
String tableName = args[2]; | ||
String dataFile = args[3]; | ||
createDestinationTable(projectId, datasetName, tableName); | ||
writeToDefaultStream(projectId, datasetName, tableName, dataFile); | ||
} | ||
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// createDestinationTable: Creates the destination table for streaming with the desired schema. | ||
public static void createDestinationTable( | ||
String projectId, String datasetName, String tableName) { | ||
BigQuery bigquery = BigQueryOptions.getDefaultInstance().getService(); | ||
// Create a schema that matches the source data. | ||
Schema schema = | ||
Schema.of( | ||
Field.of("commit", StandardSQLTypeName.STRING), | ||
Field.newBuilder("parent", StandardSQLTypeName.STRING) | ||
.setMode(Field.Mode.REPEATED) | ||
.build(), | ||
Field.of("author", StandardSQLTypeName.STRING), | ||
Field.of("committer", StandardSQLTypeName.STRING), | ||
Field.of("time_sec", StandardSQLTypeName.INT64), | ||
Field.of("subject", StandardSQLTypeName.STRING), | ||
Field.of("message", StandardSQLTypeName.STRING), | ||
Field.of("repo_name", StandardSQLTypeName.STRING)); | ||
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// Create a table that uses this schema. | ||
TableId tableId = TableId.of(projectId, datasetName, tableName); | ||
Table table = bigquery.getTable(tableId); | ||
if (table == null) { | ||
TableInfo tableInfo = | ||
TableInfo.newBuilder(tableId, StandardTableDefinition.of(schema)).build(); | ||
bigquery.create(tableInfo); | ||
} | ||
} | ||
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// writeToDefaultStream: Writes records from the source file to the destination table. | ||
public static void writeToDefaultStream( | ||
String projectId, String datasetName, String tableName, String dataFile) | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
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BigQuery bigquery = BigQueryOptions.getDefaultInstance().getService(); | ||
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// Get the schema of the destination table and convert to the equivalent BigQueryStorage type. | ||
Table table = bigquery.getTable(datasetName, tableName); | ||
Schema schema = table.getDefinition().getSchema(); | ||
TableSchema tableSchema = BqToBqStorageSchemaConverter.convertTableSchema(schema); | ||
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// Use the JSON stream writer to send records in JSON format. | ||
TableName parentTable = TableName.of(projectId, datasetName, tableName); | ||
try (JsonStreamWriter writer = | ||
JsonStreamWriter.newBuilder(parentTable.toString(), tableSchema).build()) { | ||
// Read JSON data from the source file and send it to the Write API. | ||
BufferedReader reader = new BufferedReader(new FileReader(dataFile)); | ||
String line = reader.readLine(); | ||
while (line != null) { | ||
// As a best practice, send batches of records, instead of single records at a time. | ||
JSONArray jsonArr = new JSONArray(); | ||
for (int i = 0; i < 100; i++) { | ||
JSONObject record = new JSONObject(line); | ||
jsonArr.put(record); | ||
line = reader.readLine(); | ||
if (line == null) { | ||
break; | ||
} | ||
} // batch | ||
ApiFuture<AppendRowsResponse> future = writer.append(jsonArr); | ||
AppendRowsResponse response = future.get(); | ||
} | ||
System.out.println("Appended records successfully."); | ||
} catch (ExecutionException e) { | ||
// If the wrapped exception is a StatusRuntimeException, check the state of the operation. | ||
// If the state is INTERNAL, CANCELLED, or ABORTED, you can retry. For more information, see: | ||
// https://grpc.github.io/grpc-java/javadoc/io/grpc/StatusRuntimeException.html | ||
System.out.println("Failed to append records. \n" + e.toString()); | ||
} | ||
} | ||
} |
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<project> | ||
<modelVersion>4.0.0</modelVersion> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>google-cloud-bigquerystorage</artifactId> | ||
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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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<dependencies> | ||
<dependency> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>google-cloud-bigquerystorage</artifactId> | ||
<version>2.8.2</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.google.cloud</groupId> | ||
<artifactId>google-cloud-bigquery</artifactId> | ||
<version>2.6.0</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.avro</groupId> | ||
<artifactId>avro</artifactId> | ||
<version>1.10.2</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.arrow</groupId> | ||
<artifactId>arrow-vector</artifactId> | ||
<version>6.0.1</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.arrow</groupId> | ||
<artifactId>arrow-memory-netty</artifactId> | ||
<version>6.0.1</version> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.codehaus.mojo</groupId> | ||
<artifactId>build-helper-maven-plugin</artifactId> | ||
<version>3.0.0</version> | ||
<executions> | ||
<execution> | ||
<phase>generate-sources</phase> | ||
<goals> | ||
<goal>add-source</goal> | ||
</goals> | ||
<configuration> | ||
<sources> | ||
<source>src/main/java</source> | ||
<source>../snippets/src/main/java/com/example/bigquerystorage</source> | ||
</sources> | ||
</configuration> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
<plugin> | ||
<groupId>org.codehaus.mojo</groupId> | ||
<artifactId>exec-maven-plugin</artifactId> | ||
<version>3.0.0</version> | ||
<executions> | ||
<execution> | ||
<goals> | ||
<goal>exec</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
<configuration> | ||
<executable>maven</executable> | ||
</configuration> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |