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docs(samples): add create external table using hivepartitioningoptions (
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Praful Makani
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Nov 24, 2020
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samples/snippets/src/main/java/com/example/bigquery/SetHivePartitioningOptions.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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// [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; | ||
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// Sample to create external table using hive partitioning | ||
public class SetHivePartitioningOptions { | ||
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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); | ||
} | ||
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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(); | ||
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// Configuring partitioning options | ||
HivePartitioningOptions hivePartitioningOptions = | ||
HivePartitioningOptions.newBuilder() | ||
.setMode("CUSTOM") | ||
.setRequirePartitionFilter(true) | ||
.setSourceUriPrefix(sourceUriPrefix) | ||
.build(); | ||
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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] |
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samples/snippets/src/test/java/com/example/bigquery/SetHivePartitioningOptionsIT.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 com.google.common.truth.Truth.assertThat; | ||
import static junit.framework.TestCase.assertNotNull; | ||
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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; | ||
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public class SetHivePartitioningOptionsIT { | ||
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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; | ||
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private static final String BIGQUERY_DATASET_NAME = requireEnvVar("BIGQUERY_DATASET_NAME"); | ||
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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; | ||
} | ||
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@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnvVar("BIGQUERY_DATASET_NAME"); | ||
} | ||
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@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); | ||
} | ||
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@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()); | ||
} | ||
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@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"); | ||
} | ||
} |