Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
feat: add new sample - Load: Column Based Time Partitioning (#119)
* feat: add new sample - Load: Column Based Time Partitioning * update code format * update base on comments
- Loading branch information
1 parent
cd34e44
commit 6e1eef6
Showing
4 changed files
with
177 additions
and
3 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
102 changes: 102 additions & 0 deletions
102
samples/src/main/java/com/example/bigquery/LoadPartitionedTable.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,102 @@ | ||
/* | ||
* 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] |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
72 changes: 72 additions & 0 deletions
72
samples/src/test/java/com/example/bigquery/LoadPartitionedTableIT.java
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,72 @@ | ||
/* | ||
* 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); | ||
} | ||
} |