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feat: add new sample - Load: Column Based Time Partitioning #119
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stephaniewang526 merged 3 commits into googleapis:master from stephaniewang526:load-partitioned-table Jan 23, 2020
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102 changes: 102 additions & 0 deletions 102 samples/src/main/java/com/example/bigquery/LoadPartitionedTable.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. | ||
*/ | ||
| ||
package com.example.bigquery; | ||
| ||
// [START bigquery_load_table_partitioned] | ||
import com.google.cloud.bigquery.BigQuery; | ||
import com.google.cloud.bigquery.BigQueryException; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.Field; | ||
import com.google.cloud.bigquery.FormatOptions; | ||
import com.google.cloud.bigquery.Job; | ||
import com.google.cloud.bigquery.JobId; | ||
import com.google.cloud.bigquery.JobInfo; | ||
import com.google.cloud.bigquery.LoadJobConfiguration; | ||
import com.google.cloud.bigquery.Schema; | ||
import com.google.cloud.bigquery.StandardSQLTypeName; | ||
import com.google.cloud.bigquery.TableId; | ||
import com.google.cloud.bigquery.TimePartitioning; | ||
import java.time.Duration; | ||
import java.time.temporal.ChronoUnit; | ||
import java.util.UUID; | ||
| ||
public class LoadPartitionedTable { | ||
| ||
public static void runLoadPartitionedTable() throws Exception { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String datasetName = "MY_DATASET_NAME"; | ||
String tableName = "MY_TABLE_NAME"; | ||
String sourceUri = "/path/to/file.csv"; | ||
loadPartitionedTable(datasetName, tableName, sourceUri); | ||
} | ||
| ||
public static void loadPartitionedTable(String datasetName, String tableName, String sourceUri) | ||
throws Exception { | ||
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(); | ||
| ||
TableId tableId = TableId.of(datasetName, tableName); | ||
| ||
Schema schema = | ||
Schema.of( | ||
Field.of("name", StandardSQLTypeName.STRING), | ||
Field.of("post_abbr", StandardSQLTypeName.STRING), | ||
Field.of("date", StandardSQLTypeName.DATE)); | ||
| ||
// Configure time partitioning. For full list of options, see: | ||
// https://cloud.google.com/bigquery/docs/reference/rest/v2/tables#TimePartitioning | ||
TimePartitioning partitioning = | ||
TimePartitioning.newBuilder(TimePartitioning.Type.DAY) | ||
.setField("date") | ||
.setExpirationMs(Duration.of(90, ChronoUnit.DAYS).toMillis()) | ||
.build(); | ||
| ||
LoadJobConfiguration loadJobConfig = | ||
LoadJobConfiguration.builder(tableId, sourceUri) | ||
.setFormatOptions(FormatOptions.csv()) | ||
.setSchema(schema) | ||
.setTimePartitioning(partitioning) | ||
.build(); | ||
| ||
// Create a job ID so that we can safely retry. | ||
JobId jobId = JobId.of(UUID.randomUUID().toString()); | ||
Job loadJob = bigquery.create(JobInfo.newBuilder(loadJobConfig).setJobId(jobId).build()); | ||
| ||
// Load data from a GCS parquet file into the table | ||
// Blocks until this load table job completes its execution, either failing or succeeding. | ||
Job completedJob = loadJob.waitFor(); | ||
| ||
// Check for errors | ||
if (completedJob == null) { | ||
throw new Exception("Job not executed since it no longer exists."); | ||
} else if (completedJob.getStatus().getError() != null) { | ||
// You can also look at queryJob.getStatus().getExecutionErrors() for all | ||
// errors, not just the latest one. | ||
throw new Exception( | ||
"BigQuery was unable to load into the table due to an error: \n" | ||
+ loadJob.getStatus().getError()); | ||
} | ||
System.out.println("Data successfully loaded into time partitioned table during load job"); | ||
} catch (BigQueryException | InterruptedException e) { | ||
System.out.println( | ||
"Data not loaded into time partitioned table during load job \n" + e.toString()); | ||
} | ||
} | ||
} | ||
// [END bigquery_load_table_partitioned] |
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72 changes: 72 additions & 0 deletions 72 samples/src/test/java/com/example/bigquery/LoadPartitionedTableIT.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. | ||
*/ | ||
| ||
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 org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
| ||
public class LoadPartitionedTableIT { | ||
private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
| ||
private static final String BIGQUERY_DATASET_NAME = System.getenv("BIGQUERY_DATASET_NAME"); | ||
| ||
private static void requireEnvVar(String varName) { | ||
assertNotNull( | ||
"Environment variable " + varName + " is required to perform these tests.", | ||
System.getenv(varName)); | ||
} | ||
| ||
@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnvVar("BIGQUERY_DATASET_NAME"); | ||
} | ||
| ||
@Before | ||
public void setUp() { | ||
bout = new ByteArrayOutputStream(); | ||
out = new PrintStream(bout); | ||
System.setOut(out); | ||
} | ||
| ||
@After | ||
public void tearDown() { | ||
System.setOut(null); | ||
} | ||
| ||
@Test | ||
public void loadPartitionedTable() throws Exception { | ||
String sourceUri = "gs://cloud-samples-data/bigquery/us-states/us-states-by-date.csv"; | ||
| ||
String tableName = "PARTITIONED_TABLE_TEST"; | ||
| ||
LoadPartitionedTable.loadPartitionedTable(BIGQUERY_DATASET_NAME, tableName, sourceUri); | ||
| ||
assertThat(bout.toString()) | ||
.contains("Data successfully loaded into time partitioned table during load job"); | ||
| ||
// Clean up | ||
DeleteTable.deleteTable(BIGQUERY_DATASET_NAME, tableName); | ||
} | ||
} |
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