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docs(samples): jsonstreamwriter samples (#756)
* docs(samples): jsonstreamwriter samples * Add copyright notice * Remove allowUnknownFields parameter * Added retry with exponential backoff * Revert "Added retry with exponential backoff" Remove the backoff logic to keep the sample code simpler. * Addressed PR review feedback. - Simplify code, remove duplicate-record example. - Split all snippets and tests into separate classes. - Add comments and javadocs links. - Clean up imports. - Add region tags. - Catch only specific exceptions. - Run linter and fmt-maven-plugin. * docs(samples): Fix mismatched region tag * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteCommittedStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WritePendingStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WritePendingStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WritePendingStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteToDefaultStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteToDefaultStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteToDefaultStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteToDefaultStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WritePendingStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteCommittedStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteCommittedStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WriteCommittedStream.java * Update samples/snippets/src/main/java/com/example/bigquerystorage/WritePendingStream.java * docs(samples): Create test resouces Create temporary dataset and table for sample integration tests Co-authored-by: Stephanie Wang <[email protected]>
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samples/snippets/src/main/java/com/example/bigquerystorage/WriteCommittedStream.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.bigquerystorage; | ||
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// [START bigquerystorage_jsonstreamwriter_committed] | ||
import com.google.api.core.ApiFuture; | ||
import com.google.cloud.bigquery.storage.v1beta2.AppendRowsResponse; | ||
import com.google.cloud.bigquery.storage.v1beta2.BigQueryWriteClient; | ||
import com.google.cloud.bigquery.storage.v1beta2.CreateWriteStreamRequest; | ||
import com.google.cloud.bigquery.storage.v1beta2.JsonStreamWriter; | ||
import com.google.cloud.bigquery.storage.v1beta2.TableName; | ||
import com.google.cloud.bigquery.storage.v1beta2.WriteStream; | ||
import com.google.protobuf.Descriptors.DescriptorValidationException; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
import org.json.JSONArray; | ||
import org.json.JSONObject; | ||
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public class WriteCommittedStream { | ||
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public static void runWriteCommittedStream() | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "MY_PROJECT_ID"; | ||
String datasetName = "MY_DATASET_NAME"; | ||
String tableName = "MY_TABLE_NAME"; | ||
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writeCommittedStream(projectId, datasetName, tableName); | ||
} | ||
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public static void writeCommittedStream(String projectId, String datasetName, String tableName) | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
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try (BigQueryWriteClient client = BigQueryWriteClient.create()) { | ||
// Initialize a write stream for the specified table. | ||
// For more information on WriteStream.Type, see: | ||
// https://googleapis.dev/java/google-cloud-bigquerystorage/latest/com/google/cloud/bigquery/storage/v1beta2/WriteStream.Type.html | ||
WriteStream stream = WriteStream.newBuilder().setType(WriteStream.Type.COMMITTED).build(); | ||
TableName parentTable = TableName.of(projectId, datasetName, tableName); | ||
CreateWriteStreamRequest createWriteStreamRequest = | ||
CreateWriteStreamRequest.newBuilder() | ||
.setParent(parentTable.toString()) | ||
.setWriteStream(stream) | ||
.build(); | ||
WriteStream writeStream = client.createWriteStream(createWriteStreamRequest); | ||
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// Use the JSON stream writer to send records in JSON format. | ||
// For more information about JsonStreamWriter, see: | ||
// https://googleapis.dev/java/google-cloud-bigquerystorage/latest/com/google/cloud/bigquery/storage/v1beta2/JsonStreamWriter.html | ||
try (JsonStreamWriter writer = | ||
JsonStreamWriter.newBuilder(writeStream.getName(), writeStream.getTableSchema(), client) | ||
.build()) { | ||
// Append 10 JSON objects to the stream. | ||
for (int i = 0; i < 10; i++) { | ||
// Create a JSON object that is compatible with the table schema. | ||
JSONObject record = new JSONObject(); | ||
record.put("col1", String.format("record %03d", i)); | ||
JSONArray jsonArr = new JSONArray(); | ||
jsonArr.put(record); | ||
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// To detect duplicate records, pass the index as the record offset. | ||
// To disable deduplication, omit the offset or use WriteStream.Type.DEFAULT. | ||
ApiFuture<AppendRowsResponse> future = writer.append(jsonArr, i); | ||
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()); | ||
} | ||
} | ||
} | ||
// [END bigquerystorage_jsonstreamwriter_committed] |
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samples/snippets/src/main/java/com/example/bigquerystorage/WritePendingStream.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.bigquerystorage; | ||
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// [START bigquerystorage_jsonstreamwriter_pending] | ||
import com.google.api.core.ApiFuture; | ||
import com.google.cloud.bigquery.storage.v1beta2.AppendRowsResponse; | ||
import com.google.cloud.bigquery.storage.v1beta2.BatchCommitWriteStreamsRequest; | ||
import com.google.cloud.bigquery.storage.v1beta2.BatchCommitWriteStreamsResponse; | ||
import com.google.cloud.bigquery.storage.v1beta2.BigQueryWriteClient; | ||
import com.google.cloud.bigquery.storage.v1beta2.CreateWriteStreamRequest; | ||
import com.google.cloud.bigquery.storage.v1beta2.FinalizeWriteStreamResponse; | ||
import com.google.cloud.bigquery.storage.v1beta2.JsonStreamWriter; | ||
import com.google.cloud.bigquery.storage.v1beta2.TableName; | ||
import com.google.cloud.bigquery.storage.v1beta2.WriteStream; | ||
import com.google.protobuf.Descriptors.DescriptorValidationException; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
import org.json.JSONArray; | ||
import org.json.JSONObject; | ||
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public class WritePendingStream { | ||
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public static void runWritePendingStream() | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "MY_PROJECT_ID"; | ||
String datasetName = "MY_DATASET_NAME"; | ||
String tableName = "MY_TABLE_NAME"; | ||
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writePendingStream(projectId, datasetName, tableName); | ||
} | ||
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public static void writePendingStream(String projectId, String datasetName, String tableName) | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
try (BigQueryWriteClient client = BigQueryWriteClient.create()) { | ||
// Initialize a write stream for the specified table. | ||
// For more information on WriteStream.Type, see: | ||
// https://googleapis.dev/java/google-cloud-bigquerystorage/latest/com/google/cloud/bigquery/storage/v1beta2/WriteStream.Type.html | ||
WriteStream stream = WriteStream.newBuilder().setType(WriteStream.Type.PENDING).build(); | ||
TableName parentTable = TableName.of(projectId, datasetName, tableName); | ||
CreateWriteStreamRequest createWriteStreamRequest = | ||
CreateWriteStreamRequest.newBuilder() | ||
.setParent(parentTable.toString()) | ||
.setWriteStream(stream) | ||
.build(); | ||
WriteStream writeStream = client.createWriteStream(createWriteStreamRequest); | ||
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// Use the JSON stream writer to send records in JSON format. | ||
// For more information about JsonStreamWriter, see: | ||
// https://googleapis.dev/java/google-cloud-bigquerystorage/latest/com/google/cloud/bigquery/storage/v1beta2/JsonStreamWriter.html | ||
try (JsonStreamWriter writer = | ||
JsonStreamWriter.newBuilder(writeStream.getName(), writeStream.getTableSchema(), client) | ||
.build()) { | ||
// Append 10 JSON objects to the stream. | ||
for (int i = 0; i < 10; i++) { | ||
// Create a JSON object that is compatible with the table schema. | ||
JSONObject record = new JSONObject(); | ||
record.put("col1", String.format("batch-record %03d", i)); | ||
JSONArray jsonArr = new JSONArray(); | ||
jsonArr.put(record); | ||
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ApiFuture<AppendRowsResponse> future = writer.append(jsonArr); | ||
AppendRowsResponse response = future.get(); | ||
} | ||
FinalizeWriteStreamResponse finalizeResponse = | ||
client.finalizeWriteStream(writeStream.getName()); | ||
System.out.println("Rows written: " + finalizeResponse.getRowCount()); | ||
} | ||
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// Commit the streams. | ||
BatchCommitWriteStreamsRequest commitRequest = | ||
BatchCommitWriteStreamsRequest.newBuilder() | ||
.setParent(parentTable.toString()) | ||
.addWriteStreams(writeStream.getName()) | ||
.build(); | ||
BatchCommitWriteStreamsResponse commitResponse = | ||
client.batchCommitWriteStreams(commitRequest); | ||
System.out.println("Appended and committed 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(e); | ||
} | ||
} | ||
} | ||
// [END bigquerystorage_jsonstreamwriter_pending] |
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samples/snippets/src/main/java/com/example/bigquerystorage/WriteToDefaultStream.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.bigquerystorage; | ||
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// [START bigquerystorage_jsonstreamwriter_default] | ||
import com.google.api.core.ApiFuture; | ||
import com.google.cloud.bigquery.BigQuery; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.Schema; | ||
import com.google.cloud.bigquery.Table; | ||
import com.google.cloud.bigquery.storage.v1beta2.AppendRowsResponse; | ||
import com.google.cloud.bigquery.storage.v1beta2.JsonStreamWriter; | ||
import com.google.cloud.bigquery.storage.v1beta2.TableName; | ||
import com.google.protobuf.Descriptors.DescriptorValidationException; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
import org.json.JSONArray; | ||
import org.json.JSONObject; | ||
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public class WriteToDefaultStream { | ||
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public static void runWriteToDefaultStream() | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "MY_PROJECT_ID"; | ||
String datasetName = "MY_DATASET_NAME"; | ||
String tableName = "MY_TABLE_NAME"; | ||
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writeToDefaultStream(projectId, datasetName, tableName); | ||
} | ||
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public static void writeToDefaultStream(String projectId, String datasetName, String tableName) | ||
throws DescriptorValidationException, InterruptedException, IOException { | ||
BigQuery bigquery = BigQueryOptions.getDefaultInstance().getService(); | ||
Table table = bigquery.getTable(datasetName, tableName); | ||
TableName parentTable = TableName.of(projectId, datasetName, tableName); | ||
Schema schema = table.getDefinition().getSchema(); | ||
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// Use the JSON stream writer to send records in JSON format. | ||
// For more information about JsonStreamWriter, see: | ||
// https://googleapis.dev/java/google-cloud-bigquerystorage/latest/com/google/cloud/bigquery/storage/v1beta2/JstreamWriter.html | ||
try (JsonStreamWriter writer = | ||
JsonStreamWriter.newBuilder(parentTable.toString(), schema).createDefaultStream().build()) { | ||
// Append 10 JSON objects to the stream. | ||
for (int i = 0; i < 10; i++) { | ||
// Create a JSON object that is compatible with the table schema. | ||
JSONObject record = new JSONObject(); | ||
record.put("col1", String.format("record %03d", i)); | ||
JSONArray jsonArr = new JSONArray(); | ||
jsonArr.put(record); | ||
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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()); | ||
} | ||
} | ||
} | ||
// [END bigquerystorage_jsonstreamwriter_default] |
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samples/snippets/src/test/java/com/example/bigquerystorage/WriteCommittedStreamIT.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.bigquerystorage; | ||
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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.cloud.bigquery.BigQuery; | ||
import com.google.cloud.bigquery.BigQuery.DatasetDeleteOption; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.DatasetId; | ||
import com.google.cloud.bigquery.DatasetInfo; | ||
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.TableId; | ||
import com.google.cloud.bigquery.TableInfo; | ||
import java.io.ByteArrayOutputStream; | ||
import java.io.PrintStream; | ||
import java.util.UUID; | ||
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) | ||
public class WriteCommittedStreamIT { | ||
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private static final String GOOGLE_CLOUD_PROJECT = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
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private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
private BigQuery bigquery; | ||
private String datasetName; | ||
private String tableName; | ||
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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("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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bigquery = BigQueryOptions.getDefaultInstance().getService(); | ||
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// Create a new dataset and table for each test. | ||
datasetName = "WRITE_STREAM_TEST" + UUID.randomUUID().toString().substring(0, 8); | ||
tableName = "COMMITTED_STREAM_TEST" + UUID.randomUUID().toString().substring(0, 8); | ||
Schema schema = Schema.of(Field.of("col1", StandardSQLTypeName.STRING)); | ||
bigquery.create(DatasetInfo.newBuilder(datasetName).build()); | ||
TableInfo tableInfo = | ||
TableInfo.newBuilder(TableId.of(datasetName, tableName), StandardTableDefinition.of(schema)) | ||
.build(); | ||
bigquery.create(tableInfo); | ||
} | ||
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@After | ||
public void tearDown() { | ||
bigquery.delete( | ||
DatasetId.of(GOOGLE_CLOUD_PROJECT, datasetName), DatasetDeleteOption.deleteContents()); | ||
System.setOut(null); | ||
} | ||
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@Test | ||
public void testWriteCommittedStream() throws Exception { | ||
WriteCommittedStream.writeCommittedStream(GOOGLE_CLOUD_PROJECT, datasetName, tableName); | ||
assertThat(bout.toString()).contains("Appended records successfully."); | ||
} | ||
} |
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