[bq] describe how to run batch query

This commit is contained in:
Volodymyr
2023-08-26 10:25:32 +03:00
committed by GitHub
parent 56f3fc6bbc
commit bc7fda30b6
8 changed files with 239 additions and 32 deletions

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@@ -43,9 +43,10 @@ import java.util.Objects;
* @author Volodymyr Perebykivskyi
* @since 0.2.0
* @see <a href="https://cloud.google.com/bigquery/docs/running-queries#queries">Interactive queries</a>
* @see <a href="https://cloud.google.com/bigquery/docs/running-queries#batch">Batch queries</a>
* @see <a href="https://cloud.google.com/bigquery/quotas#concurrent_rate_interactive_queries">Concurrency limits</a>
*/
public class BigQueryInteractiveQueryItemReader<T> implements ItemReader<T>, InitializingBean {
public class BigQueryQueryItemReader<T> implements ItemReader<T>, InitializingBean {
private final Log logger = LogFactory.getLog(getClass());

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@@ -20,21 +20,22 @@ import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.FieldValueList;
import com.google.cloud.bigquery.QueryJobConfiguration;
import org.apache.commons.lang3.StringUtils;
import org.springframework.batch.extensions.bigquery.reader.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.core.convert.converter.Converter;
import org.springframework.util.Assert;
import java.util.Objects;
/**
* A builder for {@link BigQueryInteractiveQueryItemReader}.
* A builder for {@link BigQueryQueryItemReader}.
*
* @param <T> your DTO type
* @author Volodymyr Perebykivskyi
* @since 0.2.0
* @see <a href="https://github.com/spring-projects/spring-batch-extensions/tree/main/spring-batch-bigquery/src/test/java/org/springframework/batch/extensions/bigquery/unit/reader/builder/BigQueryInteractiveQueryItemReaderBuilderTests.java">Examples</a>
* @see <a href="https://github.com/spring-projects/spring-batch-extensions/tree/main/spring-batch-bigquery/src/test/java/org/springframework/batch/extensions/bigquery/unit/reader/builder/BigQueryBatchQueryItemReaderBuilderTests.java">Examples</a>
*/
public class BigQueryInteractiveQueryItemReaderBuilder<T> {
public class BigQueryQueryItemReaderBuilder<T> {
private BigQuery bigQuery;
private String query;
@@ -45,10 +46,10 @@ public class BigQueryInteractiveQueryItemReaderBuilder<T> {
* BigQuery service, responsible for API calls.
*
* @param bigQuery BigQuery service
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setBigQuery(BigQuery)
* @return {@link BigQueryQueryItemReaderBuilder}
* @see BigQueryQueryItemReader#setBigQuery(BigQuery)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> bigQuery(BigQuery bigQuery) {
public BigQueryQueryItemReaderBuilder<T> bigQuery(BigQuery bigQuery) {
this.bigQuery = bigQuery;
return this;
}
@@ -60,10 +61,10 @@ public class BigQueryInteractiveQueryItemReaderBuilder<T> {
* because BigQuery charges you for the amount of data that is being processed.
*
* @param query your query to run
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setJobConfiguration(QueryJobConfiguration)
* @return {@link BigQueryQueryItemReaderBuilder}
* @see BigQueryQueryItemReader#setJobConfiguration(QueryJobConfiguration)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> query(String query) {
public BigQueryQueryItemReaderBuilder<T> query(String query) {
this.query = query;
return this;
}
@@ -72,10 +73,10 @@ public class BigQueryInteractiveQueryItemReaderBuilder<T> {
* Row mapper which transforms single BigQuery row into desired type.
*
* @param rowMapper your row mapper
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setRowMapper(Converter)
* @return {@link BigQueryQueryItemReaderBuilder}
* @see BigQueryQueryItemReader#setRowMapper(Converter)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> rowMapper(Converter<FieldValueList, T> rowMapper) {
public BigQueryQueryItemReaderBuilder<T> rowMapper(Converter<FieldValueList, T> rowMapper) {
this.rowMapper = rowMapper;
return this;
}
@@ -84,21 +85,21 @@ public class BigQueryInteractiveQueryItemReaderBuilder<T> {
* Specifies query to run, destination table, etc.
*
* @param jobConfiguration BigQuery job configuration
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setJobConfiguration(QueryJobConfiguration)
* @return {@link BigQueryQueryItemReaderBuilder}
* @see BigQueryQueryItemReader#setJobConfiguration(QueryJobConfiguration)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> jobConfiguration(QueryJobConfiguration jobConfiguration) {
public BigQueryQueryItemReaderBuilder<T> jobConfiguration(QueryJobConfiguration jobConfiguration) {
this.jobConfiguration = jobConfiguration;
return this;
}
/**
* Please do not forget about {@link BigQueryInteractiveQueryItemReader#afterPropertiesSet()}.
* Please do not forget about {@link BigQueryQueryItemReader#afterPropertiesSet()}.
*
* @return {@link BigQueryInteractiveQueryItemReader}
* @return {@link BigQueryQueryItemReader}
*/
public BigQueryInteractiveQueryItemReader<T> build() {
BigQueryInteractiveQueryItemReader<T> reader = new BigQueryInteractiveQueryItemReader<>();
public BigQueryQueryItemReader<T> build() {
BigQueryQueryItemReader<T> reader = new BigQueryQueryItemReader<>();
reader.setBigQuery(this.bigQuery);
reader.setRowMapper(this.rowMapper);

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@@ -0,0 +1,76 @@
/*
* Copyright 2002-2023 the original author or authors.
*
* 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
*
* https://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 org.springframework.batch.extensions.bigquery.integration.reader.batch;
import com.google.cloud.bigquery.QueryJobConfiguration;
import com.google.cloud.bigquery.TableId;
import org.apache.commons.lang3.math.NumberUtils;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Tag;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.TestInfo;
import org.springframework.batch.extensions.bigquery.common.BigQueryDataLoader;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.integration.reader.base.BaseCsvJsonInteractiveQueryItemReaderTest;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryQueryItemReaderBuilder;
import org.springframework.batch.item.Chunk;
@Tag("csv")
public class BigQueryBatchQueryCsvItemReaderTest extends BaseCsvJsonInteractiveQueryItemReaderTest {
@Test
void batchQueryTest1(TestInfo testInfo) throws Exception {
String tableName = getTableName(testInfo);
new BigQueryDataLoader(bigQuery).loadCsvSample(tableName);
Chunk<PersonDto> chunk = BigQueryDataLoader.CHUNK;
QueryJobConfiguration jobConfiguration = QueryJobConfiguration
.newBuilder("SELECT p.name, p.age FROM spring_batch_extensions.%s p ORDER BY p.name LIMIT 2")
.setDestinationTable(TableId.of(TestConstants.DATASET, tableName))
.setPriority(QueryJobConfiguration.Priority.BATCH)
.build();
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(bigQuery)
.rowMapper(TestConstants.PERSON_MAPPER)
.jobConfiguration(jobConfiguration)
.build();
reader.afterPropertiesSet();
PersonDto actualFirstPerson = reader.read();
PersonDto expectedFirstPerson = chunk.getItems().get(0);
PersonDto actualSecondPerson = reader.read();
PersonDto expectedSecondPerson = chunk.getItems().get(1);
PersonDto actualThirdPerson = reader.read();
Assertions.assertNotNull(actualFirstPerson);
Assertions.assertEquals(expectedFirstPerson.name(), actualFirstPerson.name());
Assertions.assertEquals(expectedFirstPerson.age().compareTo(actualFirstPerson.age()), NumberUtils.INTEGER_ZERO);
Assertions.assertNotNull(actualSecondPerson);
Assertions.assertEquals(expectedSecondPerson.name(), actualSecondPerson.name());
Assertions.assertEquals(expectedSecondPerson.age().compareTo(actualSecondPerson.age()), NumberUtils.INTEGER_ZERO);
Assertions.assertNull(actualThirdPerson);
}
}

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@@ -0,0 +1,76 @@
/*
* Copyright 2002-2023 the original author or authors.
*
* 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
*
* https://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 org.springframework.batch.extensions.bigquery.integration.reader.batch;
import com.google.cloud.bigquery.QueryJobConfiguration;
import com.google.cloud.bigquery.TableId;
import org.apache.commons.lang3.math.NumberUtils;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Tag;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.TestInfo;
import org.springframework.batch.extensions.bigquery.common.BigQueryDataLoader;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.integration.reader.base.BaseCsvJsonInteractiveQueryItemReaderTest;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryQueryItemReaderBuilder;
import org.springframework.batch.item.Chunk;
@Tag("json")
public class BigQueryBatchQueryJsonItemReaderTest extends BaseCsvJsonInteractiveQueryItemReaderTest {
@Test
void batchQueryTest1(TestInfo testInfo) throws Exception {
String tableName = getTableName(testInfo);
new BigQueryDataLoader(bigQuery).loadJsonSample(tableName);
Chunk<PersonDto> chunk = BigQueryDataLoader.CHUNK;
QueryJobConfiguration jobConfiguration = QueryJobConfiguration
.newBuilder("SELECT p.name, p.age FROM spring_batch_extensions.%s p ORDER BY p.name LIMIT 2")
.setDestinationTable(TableId.of(TestConstants.DATASET, tableName))
.setPriority(QueryJobConfiguration.Priority.BATCH)
.build();
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(bigQuery)
.rowMapper(TestConstants.PERSON_MAPPER)
.jobConfiguration(jobConfiguration)
.build();
reader.afterPropertiesSet();
PersonDto actualFirstPerson = reader.read();
PersonDto expectedFirstPerson = chunk.getItems().get(0);
PersonDto actualSecondPerson = reader.read();
PersonDto expectedSecondPerson = chunk.getItems().get(1);
PersonDto actualThirdPerson = reader.read();
Assertions.assertNotNull(actualFirstPerson);
Assertions.assertEquals(expectedFirstPerson.name(), actualFirstPerson.name());
Assertions.assertEquals(expectedFirstPerson.age().compareTo(actualFirstPerson.age()), NumberUtils.INTEGER_ZERO);
Assertions.assertNotNull(actualSecondPerson);
Assertions.assertEquals(expectedSecondPerson.name(), actualSecondPerson.name());
Assertions.assertEquals(expectedSecondPerson.age().compareTo(actualSecondPerson.age()), NumberUtils.INTEGER_ZERO);
Assertions.assertNull(actualThirdPerson);
}
}

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@@ -14,7 +14,7 @@
* limitations under the License.
*/
package org.springframework.batch.extensions.bigquery.integration.reader;
package org.springframework.batch.extensions.bigquery.integration.reader.interactive;
import org.apache.commons.lang3.math.NumberUtils;
import org.junit.jupiter.api.Assertions;
@@ -25,8 +25,8 @@ import org.springframework.batch.extensions.bigquery.common.BigQueryDataLoader;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.integration.reader.base.BaseCsvJsonInteractiveQueryItemReaderTest;
import org.springframework.batch.extensions.bigquery.reader.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryInteractiveQueryItemReaderBuilder;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryQueryItemReaderBuilder;
import org.springframework.batch.item.Chunk;
@Tag("csv")
@@ -38,7 +38,7 @@ public class BigQueryInteractiveQueryCsvItemReaderTest extends BaseCsvJsonIntera
new BigQueryDataLoader(bigQuery).loadCsvSample(tableName);
Chunk<PersonDto> chunk = BigQueryDataLoader.CHUNK;
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<PersonDto>()
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(bigQuery)
.query(String.format("SELECT p.name, p.age FROM spring_batch_extensions.%s p ORDER BY p.name LIMIT 2", tableName))
.rowMapper(TestConstants.PERSON_MAPPER)

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@@ -14,7 +14,7 @@
* limitations under the License.
*/
package org.springframework.batch.extensions.bigquery.integration.reader;
package org.springframework.batch.extensions.bigquery.integration.reader.interactive;
import org.apache.commons.lang3.math.NumberUtils;
import org.junit.jupiter.api.Assertions;
@@ -25,8 +25,8 @@ import org.springframework.batch.extensions.bigquery.common.BigQueryDataLoader;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.integration.reader.base.BaseCsvJsonInteractiveQueryItemReaderTest;
import org.springframework.batch.extensions.bigquery.reader.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryInteractiveQueryItemReaderBuilder;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryQueryItemReaderBuilder;
import org.springframework.batch.item.Chunk;
@Tag("json")
@@ -38,7 +38,7 @@ public class BigQueryInteractiveQueryJsonItemReaderTest extends BaseCsvJsonInter
new BigQueryDataLoader(bigQuery).loadJsonSample(tableName);
Chunk<PersonDto> chunk = BigQueryDataLoader.CHUNK;
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<PersonDto>()
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(bigQuery)
.query(String.format("SELECT p.name, p.age FROM spring_batch_extensions.%s p ORDER BY p.name LIMIT 2", tableName))
.rowMapper(TestConstants.PERSON_MAPPER)

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@@ -0,0 +1,53 @@
/*
* Copyright 2002-2023 the original author or authors.
*
* 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
*
* https://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 org.springframework.batch.extensions.bigquery.unit.reader.builder;
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.QueryJobConfiguration;
import com.google.cloud.bigquery.TableId;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Test;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryQueryItemReaderBuilder;
import org.springframework.batch.extensions.bigquery.unit.base.AbstractBigQueryTest;
class BigQueryBatchQueryItemReaderBuilderTests extends AbstractBigQueryTest {
@Test
void testCustomQueryItemReader() {
BigQuery mockedBigQuery = prepareMockedBigQuery();
QueryJobConfiguration jobConfiguration = QueryJobConfiguration
.newBuilder("SELECT p.name, p.age FROM spring_batch_extensions.persons p LIMIT 2")
.setDestinationTable(TableId.of(TestConstants.DATASET, "persons_duplicate"))
.setPriority(QueryJobConfiguration.Priority.BATCH)
.build();
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(mockedBigQuery)
.jobConfiguration(jobConfiguration)
.rowMapper(TestConstants.PERSON_MAPPER)
.build();
reader.afterPropertiesSet();
Assertions.assertNotNull(reader);
}
}

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@@ -24,8 +24,8 @@ import org.junit.jupiter.api.Test;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.unit.base.AbstractBigQueryTest;
import org.springframework.batch.extensions.bigquery.reader.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryInteractiveQueryItemReaderBuilder;
import org.springframework.batch.extensions.bigquery.reader.BigQueryQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryQueryItemReaderBuilder;
class BigQueryInteractiveQueryItemReaderBuilderTests extends AbstractBigQueryTest {
@@ -33,7 +33,7 @@ class BigQueryInteractiveQueryItemReaderBuilderTests extends AbstractBigQueryTes
void testSimpleQueryItemReader() {
BigQuery mockedBigQuery = prepareMockedBigQuery();
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<PersonDto>()
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(mockedBigQuery)
.query("SELECT p.name, p.age FROM spring_batch_extensions.persons p LIMIT 1")
.rowMapper(TestConstants.PERSON_MAPPER)
@@ -53,7 +53,7 @@ class BigQueryInteractiveQueryItemReaderBuilderTests extends AbstractBigQueryTes
.setDestinationTable(TableId.of(TestConstants.DATASET, "persons_duplicate"))
.build();
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<PersonDto>()
BigQueryQueryItemReader<PersonDto> reader = new BigQueryQueryItemReaderBuilder<PersonDto>()
.bigQuery(mockedBigQuery)
.jobConfiguration(jobConfiguration)
.rowMapper(TestConstants.PERSON_MAPPER)