Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

docs(samples): add create external table using hivepartitioningoptions #969

Merged
merged 1 commit into from Nov 24, 2020
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Jump to
Jump to file
Failed to load files.
Diff view
Diff view
@@ -0,0 +1,70 @@
/*
* 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.
*/

package com.example.bigquery;

// [START bigquery_set_hivepartitioningoptions]
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.BigQueryException;
import com.google.cloud.bigquery.BigQueryOptions;
import com.google.cloud.bigquery.ExternalTableDefinition;
import com.google.cloud.bigquery.FormatOptions;
import com.google.cloud.bigquery.HivePartitioningOptions;
import com.google.cloud.bigquery.TableId;
import com.google.cloud.bigquery.TableInfo;

// Sample to create external table using hive partitioning
public class SetHivePartitioningOptions {

public static void main(String[] args) {
// TODO(developer): Replace these variables before running the sample.
String datasetName = "MY_DATASET_NAME";
String tableName = "MY_TABLE_NAME";
String sourceUri = "gs://cloud-samples-data/bigquery/hive-partitioning-samples/customlayout/*";
String sourceUriPrefix =
"gs://cloud-samples-data/bigquery/hive-partitioning-samples/customlayout/{pkey:STRING}/";
setHivePartitioningOptions(datasetName, tableName, sourceUriPrefix, sourceUri);
}

public static void setHivePartitioningOptions(
String datasetName, String tableName, String sourceUriPrefix, String sourceUri) {
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();

// Configuring partitioning options
HivePartitioningOptions hivePartitioningOptions =
HivePartitioningOptions.newBuilder()
.setMode("CUSTOM")
.setRequirePartitionFilter(true)
.setSourceUriPrefix(sourceUriPrefix)
.build();

TableId tableId = TableId.of(datasetName, tableName);
ExternalTableDefinition customTable =
ExternalTableDefinition.newBuilder(sourceUri, FormatOptions.parquet())
.setAutodetect(true)
.setHivePartitioningOptions(hivePartitioningOptions)
.build();
bigquery.create(TableInfo.of(tableId, customTable));
System.out.println("External table created using hivepartitioningoptions");
} catch (BigQueryException e) {
System.out.println("External table was not created" + e.toString());
}
}
}
// [END bigquery_set_hivepartitioningoptions]
@@ -0,0 +1,85 @@
/*
* 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.
*/

package com.example.bigquery;

import static com.google.common.truth.Truth.assertThat;
import static junit.framework.TestCase.assertNotNull;

import java.io.ByteArrayOutputStream;
import java.io.PrintStream;
import java.util.UUID;
import java.util.logging.Level;
import java.util.logging.Logger;
import org.junit.After;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;

public class SetHivePartitioningOptionsIT {

private static final String ID = UUID.randomUUID().toString().substring(0, 8);
private final Logger log = Logger.getLogger(this.getClass().getName());
private String tableName;
private ByteArrayOutputStream bout;
private PrintStream out;
private PrintStream originalPrintStream;

private static final String BIGQUERY_DATASET_NAME = requireEnvVar("BIGQUERY_DATASET_NAME");

private static String requireEnvVar(String varName) {
String value = System.getenv(varName);
assertNotNull(
"Environment variable " + varName + " is required to perform these tests.",
System.getenv(varName));
return value;
}

@BeforeClass
public static void checkRequirements() {
requireEnvVar("BIGQUERY_DATASET_NAME");
}

@Before
public void setUp() {
// Create a test table
tableName = "SET_HIVEPARTITIONINGOPTIONS_FROM_GCS_TEST_" + ID;
bout = new ByteArrayOutputStream();
out = new PrintStream(bout);
originalPrintStream = System.out;
System.setOut(out);
}

@After
public void tearDown() {
// Clean up
DeleteTable.deleteTable(BIGQUERY_DATASET_NAME, tableName);
// restores print statements in the original method
System.out.flush();
System.setOut(originalPrintStream);
log.log(Level.INFO, bout.toString());
}

@Test
public void testSetHivePartitioningOptions() {
String sourceUri = "gs://cloud-samples-data/bigquery/hive-partitioning-samples/customlayout/*";
String sourceUriPrefix =
"gs://cloud-samples-data/bigquery/hive-partitioning-samples/customlayout/{pkey:STRING}/";
SetHivePartitioningOptions.setHivePartitioningOptions(
BIGQUERY_DATASET_NAME, tableName, sourceUriPrefix, sourceUri);
assertThat(bout.toString()).contains("External table created using hivepartitioningoptions");
}
}