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docs(samples): add query on external temp table from gcs (#593)
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Praful Makani
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Jul 24, 2020
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samples/snippets/src/main/java/com/example/bigquery/QueryExternalGCSTemp.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_query_external_gcs_temp] | ||
import com.google.cloud.bigquery.BigQuery; | ||
import com.google.cloud.bigquery.BigQueryException; | ||
import com.google.cloud.bigquery.BigQueryOptions; | ||
import com.google.cloud.bigquery.CsvOptions; | ||
import com.google.cloud.bigquery.ExternalTableDefinition; | ||
import com.google.cloud.bigquery.Field; | ||
import com.google.cloud.bigquery.QueryJobConfiguration; | ||
import com.google.cloud.bigquery.Schema; | ||
import com.google.cloud.bigquery.StandardSQLTypeName; | ||
import com.google.cloud.bigquery.TableResult; | ||
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// Sample to queries an external data source using a temporary table | ||
public class QueryExternalGCSTemp { | ||
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public static void runQueryExternalGCSTemp() { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String tableName = "MY_TABLE_NAME"; | ||
String sourceUri = "gs://cloud-samples-data/bigquery/us-states/us-states.csv"; | ||
Schema schema = | ||
Schema.of( | ||
Field.of("name", StandardSQLTypeName.STRING), | ||
Field.of("post_abbr", StandardSQLTypeName.STRING)); | ||
String query = String.format("SELECT * FROM %s WHERE name LIKE 'W%%'", tableName); | ||
queryExternalGCSTemp(tableName, sourceUri, schema, query); | ||
} | ||
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public static void queryExternalGCSTemp( | ||
String tableName, String sourceUri, Schema schema, String query) { | ||
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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// Skip header row in the file. | ||
CsvOptions csvOptions = CsvOptions.newBuilder().setSkipLeadingRows(1).build(); | ||
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// Configure the external data source and query job. | ||
ExternalTableDefinition externalTable = | ||
ExternalTableDefinition.newBuilder(sourceUri, csvOptions).setSchema(schema).build(); | ||
QueryJobConfiguration queryConfig = | ||
QueryJobConfiguration.newBuilder(query) | ||
.addTableDefinition(tableName, externalTable) | ||
.build(); | ||
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// Example query to find states starting with 'W' | ||
TableResult results = bigquery.query(queryConfig); | ||
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results | ||
.iterateAll() | ||
.forEach(row -> row.forEach(val -> System.out.printf("%s,", val.toString()))); | ||
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System.out.println("Query on external temporary table performed successfully."); | ||
} catch (BigQueryException | InterruptedException e) { | ||
System.out.println("Query not performed \n" + e.toString()); | ||
} | ||
} | ||
} | ||
// [END bigquery_query_external_gcs_temp] |
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samples/snippets/src/test/java/com/example/bigquery/QueryExternalGCSTempIT.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; | ||
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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.Test; | ||
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public class QueryExternalGCSTempIT { | ||
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private ByteArrayOutputStream bout; | ||
private PrintStream out; | ||
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@Before | ||
public void setUp() { | ||
bout = new ByteArrayOutputStream(); | ||
out = new PrintStream(bout); | ||
System.setOut(out); | ||
} | ||
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@After | ||
public void tearDown() { | ||
System.setOut(null); | ||
} | ||
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@Test | ||
public void testQueryExternalGCSTemp() { | ||
String tableName = | ||
"EXTERNAL_CSV_TEMP_TABLE_FROM_GCS_TEST_" + UUID.randomUUID().toString().substring(0, 8); | ||
String sourceUri = "gs://cloud-samples-data/bigquery/us-states/us-states.csv"; | ||
Schema schema = | ||
Schema.of( | ||
Field.of("name", StandardSQLTypeName.STRING), | ||
Field.of("post_abbr", StandardSQLTypeName.STRING)); | ||
String query = String.format("SELECT * FROM %s WHERE name LIKE 'W%%'", tableName); | ||
QueryExternalGCSTemp.queryExternalGCSTemp(tableName, sourceUri, schema, query); | ||
assertThat(bout.toString()) | ||
.contains("Query on external temporary table performed successfully."); | ||
} | ||
} |