From cbb1902e1e3d7017b1cd9be0e51243e5840ace96 Mon Sep 17 00:00:00 2001 From: Praful Makani Date: Wed, 22 Jul 2020 20:24:11 +0530 Subject: [PATCH] docs(samples): load orc file into a table from gcs (#583) --- .../com/example/bigquery/LoadOrcFromGCS.java | 76 ++++++++++++++++++ .../example/bigquery/LoadOrcFromGCSIT.java | 80 +++++++++++++++++++ 2 files changed, 156 insertions(+) create mode 100644 samples/snippets/src/main/java/com/example/bigquery/LoadOrcFromGCS.java create mode 100644 samples/snippets/src/test/java/com/example/bigquery/LoadOrcFromGCSIT.java diff --git a/samples/snippets/src/main/java/com/example/bigquery/LoadOrcFromGCS.java b/samples/snippets/src/main/java/com/example/bigquery/LoadOrcFromGCS.java new file mode 100644 index 000000000..8d1d484a3 --- /dev/null +++ b/samples/snippets/src/main/java/com/example/bigquery/LoadOrcFromGCS.java @@ -0,0 +1,76 @@ +/* + * 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_gcs_orc] +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.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; + +// Sample to load ORC data from Cloud Storage into a new BigQuery table +public class LoadOrcFromGCS { + + public static void runLoadOrcFromGCS() { + // 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/us-states/us-states.orc"; + Schema schema = + Schema.of( + Field.of("name", StandardSQLTypeName.STRING), + Field.of("post_abbr", StandardSQLTypeName.STRING)); + loadOrcFromGCS(datasetName, tableName, sourceUri, schema); + } + + public static void loadOrcFromGCS( + String datasetName, String tableName, String sourceUri, Schema schema) { + 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); + LoadJobConfiguration loadConfig = + LoadJobConfiguration.newBuilder(tableId, sourceUri, FormatOptions.orc()) + .setSchema(schema) + .build(); + + // Load data from a GCS ORC file into the table + Job job = bigquery.create(JobInfo.of(loadConfig)); + // Blocks until this load table job completes its execution, either failing or succeeding. + job = job.waitFor(); + if (job.isDone() && job.getStatus().getError() == null) { + System.out.println("ORC from GCS successfully added during load append job"); + } else { + System.out.println( + "BigQuery was unable to load into the table due to an error:" + + job.getStatus().getError()); + } + } catch (BigQueryException | InterruptedException e) { + System.out.println("Column not added during load append \n" + e.toString()); + } + } +} +// [END bigquery_load_table_gcs_orc] diff --git a/samples/snippets/src/test/java/com/example/bigquery/LoadOrcFromGCSIT.java b/samples/snippets/src/test/java/com/example/bigquery/LoadOrcFromGCSIT.java new file mode 100644 index 000000000..fe4cb6d83 --- /dev/null +++ b/samples/snippets/src/test/java/com/example/bigquery/LoadOrcFromGCSIT.java @@ -0,0 +1,80 @@ +/* + * 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 com.google.cloud.bigquery.Field; +import com.google.cloud.bigquery.Schema; +import com.google.cloud.bigquery.StandardSQLTypeName; +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; + +public class LoadOrcFromGCSIT { + + private String tableName; + private ByteArrayOutputStream bout; + private PrintStream out; + + 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 = "LOAD_ORC_TABLE_FROM_GCS_TEST_" + UUID.randomUUID().toString().substring(0, 8); + bout = new ByteArrayOutputStream(); + out = new PrintStream(bout); + System.setOut(out); + } + + @After + public void tearDown() { + // Clean up + DeleteTable.deleteTable(BIGQUERY_DATASET_NAME, tableName); + System.setOut(null); + } + + @Test + public void testLoadOrcFromGCS() { + String sourceUri = "gs://cloud-samples-data/bigquery/us-states/us-states.orc"; + Schema schema = + Schema.of( + Field.of("name", StandardSQLTypeName.STRING), + Field.of("post_abbr", StandardSQLTypeName.STRING)); + LoadOrcFromGCS.loadOrcFromGCS(BIGQUERY_DATASET_NAME, tableName, sourceUri, schema); + assertThat(bout.toString()).contains("ORC from GCS successfully added during load append job"); + } +}