[bq] 0.2 introduce BigQuery interactive reader

This commit is contained in:
Volodymyr
2023-01-17 16:19:56 +02:00
committed by GitHub
parent 038f973015
commit 9c02e11eac
24 changed files with 791 additions and 101 deletions

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@@ -1,6 +1,6 @@
<?xml version="1.0" encoding="UTF-8"?>
<!--
~ Copyright 2002-2022 the original author or authors.
~ 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.
@@ -64,7 +64,7 @@
<dependency>
<groupId>com.google.cloud</groupId>
<artifactId>google-cloud-bigquery</artifactId>
<version>2.19.1</version>
<version>2.20.2</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.dataformat</groupId>
@@ -88,13 +88,13 @@
<dependency>
<groupId>org.junit.jupiter</groupId>
<artifactId>junit-jupiter-api</artifactId>
<version>5.9.1</version>
<version>5.9.2</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.mockito</groupId>
<artifactId>mockito-core</artifactId>
<version>4.9.0</version>
<version>5.0.0</version>
<scope>test</scope>
</dependency>
<dependency>

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@@ -0,0 +1,111 @@
/*
* 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.reader;
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.FieldValueList;
import com.google.cloud.bigquery.QueryJobConfiguration;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.springframework.batch.item.ItemReader;
import org.springframework.beans.factory.InitializingBean;
import org.springframework.core.convert.converter.Converter;
import org.springframework.util.Assert;
import java.util.Iterator;
import java.util.Objects;
/**
* BigQuery {@link ItemReader} that accepts simple query as the input.
* <p>
* Internally BigQuery Java library creates a {@link com.google.cloud.bigquery.JobConfiguration.Type#QUERY} job.
* Which means that result is coming asynchronously.
* <p>
* Also, worth mentioning that you should take into account concurrency limits.
* <p>
* Results of this query by default are stored in a shape of temporary table.
*
* @param <T> your DTO type
* @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/quotas#concurrent_rate_interactive_queries">Concurrency limits</a>
*/
public class BigQueryInteractiveQueryItemReader<T> implements ItemReader<T>, InitializingBean {
private final Log logger = LogFactory.getLog(getClass());
private BigQuery bigQuery;
private Converter<FieldValueList, T> rowMapper;
private QueryJobConfiguration jobConfiguration;
private Iterator<FieldValueList> iterator;
/**
* BigQuery service, responsible for API calls.
*
* @param bigQuery BigQuery service
*/
public void setBigQuery(BigQuery bigQuery) {
this.bigQuery = bigQuery;
}
/**
* Row mapper which transforms single BigQuery row into desired type.
*
* @param rowMapper your row mapper
*/
public void setRowMapper(Converter<FieldValueList, T> rowMapper) {
this.rowMapper = rowMapper;
}
/**
* Specifies query to run, destination table, etc.
*
* @param jobConfiguration BigQuery job configuration
*/
public void setJobConfiguration(QueryJobConfiguration jobConfiguration) {
this.jobConfiguration = jobConfiguration;
}
@Override
public T read() throws Exception {
if (Objects.isNull(iterator)) {
doOpen();
}
if (logger.isDebugEnabled()) {
logger.debug("Reading next element");
}
return iterator.hasNext() ? rowMapper.convert(iterator.next()) : null;
}
private void doOpen() throws Exception {
if (logger.isDebugEnabled()) {
logger.debug("Executing query");
}
iterator = bigQuery.query(jobConfiguration).getValues().iterator();
}
@Override
public void afterPropertiesSet() {
Assert.notNull(this.bigQuery, "BigQuery service must be provided");
Assert.notNull(this.rowMapper, "Row mapper must be provided");
Assert.notNull(this.jobConfiguration, "Job configuration must be provided");
}
}

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@@ -0,0 +1,116 @@
/*
* 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.reader.builder;
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.core.convert.converter.Converter;
import org.springframework.util.Assert;
import java.util.Objects;
/**
* A builder for {@link BigQueryInteractiveQueryItemReader}.
*
* @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>
*/
public class BigQueryInteractiveQueryItemReaderBuilder<T> {
private BigQuery bigQuery;
private String query;
private Converter<FieldValueList, T> rowMapper;
private QueryJobConfiguration jobConfiguration;
/**
* BigQuery service, responsible for API calls.
*
* @param bigQuery BigQuery service
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setBigQuery(BigQuery)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> bigQuery(BigQuery bigQuery) {
this.bigQuery = bigQuery;
return this;
}
/**
* Schema of the query: {@code SELECT <column> FROM <dataset>.<table>}.
* <p>
* It is really recommended to use {@code LIMIT n}
* 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)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> query(String query) {
this.query = query;
return this;
}
/**
* Row mapper which transforms single BigQuery row into desired type.
*
* @param rowMapper your row mapper
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setRowMapper(Converter)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> rowMapper(Converter<FieldValueList, T> rowMapper) {
this.rowMapper = rowMapper;
return this;
}
/**
* Specifies query to run, destination table, etc.
*
* @param jobConfiguration BigQuery job configuration
* @return {@link BigQueryInteractiveQueryItemReaderBuilder}
* @see BigQueryInteractiveQueryItemReader#setJobConfiguration(QueryJobConfiguration)
*/
public BigQueryInteractiveQueryItemReaderBuilder<T> jobConfiguration(QueryJobConfiguration jobConfiguration) {
this.jobConfiguration = jobConfiguration;
return this;
}
/**
* Please do not forget about {@link BigQueryInteractiveQueryItemReader#afterPropertiesSet()}.
*
* @return {@link BigQueryInteractiveQueryItemReader}
*/
public BigQueryInteractiveQueryItemReader<T> build() {
BigQueryInteractiveQueryItemReader<T> reader = new BigQueryInteractiveQueryItemReader<>();
reader.setBigQuery(this.bigQuery);
reader.setRowMapper(this.rowMapper);
if (Objects.nonNull(this.jobConfiguration)) {
reader.setJobConfiguration(this.jobConfiguration);
} else {
Assert.isTrue(StringUtils.isNotBlank(this.query), "No query provided");
reader.setJobConfiguration(QueryJobConfiguration.newBuilder(this.query).build());
}
return reader;
}
}

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -43,11 +43,24 @@ import java.util.concurrent.atomic.AtomicLong;
import java.util.function.Consumer;
import java.util.function.Supplier;
/**
* Base class that holds shared code for JSON and CSV writers.
*
* @param <T> your DTO type
* @author Volodymyr Perebykivskyi
* @since 0.1.0
*/
public abstract class BigQueryBaseItemWriter<T> implements ItemWriter<T> {
/** Logger that can be reused */
protected final Log logger = LogFactory.getLog(getClass());
private final AtomicLong bigQueryWriteCounter = new AtomicLong();
/**
* Describes what should be written (format) and its destination (table).
*/
protected WriteChannelConfiguration writeChannelConfig;
/**
* You can specify here some specific dataset configuration, like location.
* This dataset will be created.
@@ -60,25 +73,50 @@ public abstract class BigQueryBaseItemWriter<T> implements ItemWriter<T> {
*/
private Consumer<Job> jobConsumer;
protected WriteChannelConfiguration writeChannelConfig;
private BigQuery bigQuery;
/**
* Fetches table from provided configuration.
*
* @return {@link Table} that is described in {@link BigQueryBaseItemWriter#writeChannelConfig}
*/
protected Table getTable() {
return this.bigQuery.getTable(this.writeChannelConfig.getDestinationTable());
}
/**
* Provides additional information about the {@link com.google.cloud.bigquery.Dataset}.
*
* @param datasetInfo BigQuery dataset info
*/
public void setDatasetInfo(DatasetInfo datasetInfo) {
this.datasetInfo = datasetInfo;
}
/**
* Callback when {@link Job} will be finished.
*
* @param consumer your consumer
*/
public void setJobConsumer(Consumer<Job> consumer) {
this.jobConsumer = consumer;
}
/**
* Describes what should be written (format) and its destination (table).
*
* @param writeChannelConfig BigQuery channel configuration
*/
public void setWriteChannelConfig(WriteChannelConfiguration writeChannelConfig) {
this.writeChannelConfig = writeChannelConfig;
}
/**
* BigQuery service, responsible for API calls.
*
* @param bigQuery BigQuery service
*/
public void setBigQuery(BigQuery bigQuery) {
this.bigQuery = bigQuery;
}
@@ -153,6 +191,11 @@ public abstract class BigQueryBaseItemWriter<T> implements ItemWriter<T> {
return this.bigQuery.writer(this.writeChannelConfig);
}
/**
* Performs common validation for CSV and JSON types.
*
* @param formatSpecificChecks supplies type-specific validation
*/
protected void baseAfterPropertiesSet(Supplier<Void> formatSpecificChecks) {
Assert.notNull(this.bigQuery, "BigQuery service must be provided");
Assert.notNull(this.writeChannelConfig, "Write channel configuration must be provided");
@@ -220,14 +263,13 @@ public abstract class BigQueryBaseItemWriter<T> implements ItemWriter<T> {
return FormatOptions.datastoreBackup().getType().equals(this.writeChannelConfig.getFormat());
}
protected boolean isCsv() {
return FormatOptions.csv().getType().equals(this.writeChannelConfig.getFormat());
}
protected boolean isJson() {
return FormatOptions.json().getType().equals(this.writeChannelConfig.getFormat());
}
/**
* Schema can be computed on BigQuery side during upload,
* so it is good to know when schema is supplied by user manually.
*
* @param table BigQuery table
* @return {@code true} if BigQuery {@link Table} has schema already described
*/
protected boolean tableHasDefinedSchema(Table table) {
return Optional
.ofNullable(table)
@@ -237,7 +279,20 @@ public abstract class BigQueryBaseItemWriter<T> implements ItemWriter<T> {
.isPresent();
}
/**
* Method that setting up metadata about chunk that is being processed. In reality is called once.
*
* @param items current chunk
*/
protected abstract void doInitializeProperties(List<? extends T> items);
/**
* Converts chunk into byte array.
* Each data type should be converted with respect to its specification.
*
* @param items current chunk
* @return {@link List<byte[]>} converted list of byte arrays
*/
protected abstract List<byte[]> convertObjectsToByteArrays(List<? extends T> items);
}

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -32,11 +32,19 @@ import java.util.List;
import java.util.Objects;
import java.util.stream.Collectors;
/**
* CSV writer for BigQuery.
*
* @param <T> your DTO type
* @author Volodymyr Perebykivskyi
* @since 0.2.0
* @see <a href="https://en.wikipedia.org/wiki/Comma-separated_values">CSV</a>
*/
public class BigQueryCsvItemWriter<T> extends BigQueryBaseItemWriter<T> implements InitializingBean {
protected Converter<T, byte[]> rowMapper;
protected ObjectWriter objectWriter;
protected Class itemClass;
private Converter<T, byte[]> rowMapper;
private ObjectWriter objectWriter;
private Class itemClass;
/**
* Actual type of incoming data can be obtained only in runtime
@@ -55,6 +63,11 @@ public class BigQueryCsvItemWriter<T> extends BigQueryBaseItemWriter<T> implemen
}
}
/**
* Row mapper which transforms single BigQuery row into desired type.
*
* @param rowMapper your row mapper
*/
public void setRowMapper(Converter<T, byte[]> rowMapper) {
this.rowMapper = rowMapper;
}
@@ -96,7 +109,7 @@ public class BigQueryCsvItemWriter<T> extends BigQueryBaseItemWriter<T> implemen
});
}
protected byte[] mapItemToCsv(T t) {
private byte[] mapItemToCsv(T t) {
byte[] result = null;
try {
result = Objects.isNull(rowMapper) ? objectWriter.writeValueAsBytes(t) : rowMapper.convert(t);

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -32,11 +32,19 @@ import java.util.List;
import java.util.Objects;
import java.util.stream.Collectors;
/**
* JSON writer for BigQuery.
*
* @param <T> your DTO type
* @author Volodymyr Perebykivskyi
* @since 0.2.0
* @see <a href="https://en.wikipedia.org/wiki/JSON">JSON</a>
*/
public class BigQueryJsonItemWriter<T> extends BigQueryBaseItemWriter<T> implements InitializingBean {
protected Converter<T, byte[]> rowMapper;
protected ObjectWriter objectWriter;
protected Class itemClass;
private Converter<T, byte[]> rowMapper;
private ObjectWriter objectWriter;
private Class itemClass;
@Override
protected void doInitializeProperties(List<? extends T> items) {
@@ -52,6 +60,11 @@ public class BigQueryJsonItemWriter<T> extends BigQueryBaseItemWriter<T> impleme
}
}
/**
* Converter that transforms a single row into byte array.
*
* @param rowMapper your JSON row mapper
*/
public void setRowMapper(Converter<T, byte[]> rowMapper) {
this.rowMapper = rowMapper;
}
@@ -93,7 +106,7 @@ public class BigQueryJsonItemWriter<T> extends BigQueryBaseItemWriter<T> impleme
});
}
protected byte[] mapItemToJson(T t) {
private byte[] mapItemToJson(T t) {
byte[] result = null;
try {
result = Objects.isNull(rowMapper) ? objectWriter.writeValueAsBytes(t) : rowMapper.convert(t);
@@ -105,7 +118,7 @@ public class BigQueryJsonItemWriter<T> extends BigQueryBaseItemWriter<T> impleme
}
/**
* BigQuery uses ndjson https://github.com/ndjson/ndjson-spec.
* BigQuery uses <a href="https://github.com/ndjson/ndjson-spec">ndjson</a>.
* It is expected that to pass here JSON line generated by
* {@link com.fasterxml.jackson.databind.ObjectMapper} or any other JSON parser.
*/

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -28,10 +28,10 @@ import java.util.function.Consumer;
/**
* A builder for {@link BigQueryCsvItemWriter}.
*
* @param <T> your DTO type
* @author Volodymyr Perebykivskyi
* @since 0.2.0
* @see BigQueryCsvItemWriter
* @see <a href="https://github.com/spring-projects/spring-batch-extensions/tree/main/spring-batch-bigquery/src/test/java/org/springframework/batch/extensions/bigquery/builder/BigQueryCsvItemWriterBuilderTests.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/writer/builder/BigQueryCsvItemWriterBuilderTests.java">Examples</a>
*/
public class BigQueryCsvItemWriterBuilder<T> {
@@ -42,31 +42,71 @@ public class BigQueryCsvItemWriterBuilder<T> {
private WriteChannelConfiguration writeChannelConfig;
private BigQuery bigQuery;
/**
* Row mapper which transforms single BigQuery row into desired type.
*
* @param rowMapper your row mapper
* @return {@link BigQueryCsvItemWriterBuilder}
* @see BigQueryCsvItemWriter#setRowMapper(Converter)
*/
public BigQueryCsvItemWriterBuilder<T> rowMapper(Converter<T, byte[]> rowMapper) {
this.rowMapper = rowMapper;
return this;
}
/**
* Provides additional information about the {@link com.google.cloud.bigquery.Dataset}.
*
* @param datasetInfo BigQuery dataset info
* @return {@link BigQueryCsvItemWriterBuilder}
* @see BigQueryCsvItemWriter#setDatasetInfo(DatasetInfo)
*/
public BigQueryCsvItemWriterBuilder<T> datasetInfo(DatasetInfo datasetInfo) {
this.datasetInfo = datasetInfo;
return this;
}
/**
* Callback when {@link Job} will be finished.
*
* @param consumer your consumer
* @return {@link BigQueryCsvItemWriterBuilder}
* @see BigQueryCsvItemWriter#setJobConsumer(Consumer)
*/
public BigQueryCsvItemWriterBuilder<T> jobConsumer(Consumer<Job> consumer) {
this.jobConsumer = consumer;
return this;
}
/**
* Describes what should be written (format) and its destination (table).
*
* @param configuration BigQuery channel configuration
* @return {@link BigQueryCsvItemWriterBuilder}
* @see BigQueryCsvItemWriter#setWriteChannelConfig(WriteChannelConfiguration)
*/
public BigQueryCsvItemWriterBuilder<T> writeChannelConfig(WriteChannelConfiguration configuration) {
this.writeChannelConfig = configuration;
return this;
}
/**
* BigQuery service, responsible for API calls.
*
* @param bigQuery BigQuery service
* @return {@link BigQueryCsvItemWriterBuilder}
* @see BigQueryCsvItemWriter#setBigQuery(BigQuery)
*/
public BigQueryCsvItemWriterBuilder<T> bigQuery(BigQuery bigQuery) {
this.bigQuery = bigQuery;
return this;
}
/**
* Please do not forget about {@link BigQueryCsvItemWriter#afterPropertiesSet()}.
*
* @return {@link BigQueryCsvItemWriter}
*/
public BigQueryCsvItemWriter<T> build() {
BigQueryCsvItemWriter<T> writer = new BigQueryCsvItemWriter<>();

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -28,10 +28,10 @@ import java.util.function.Consumer;
/**
* A builder for {@link BigQueryJsonItemWriter}.
*
* @param <T> your DTO type
* @author Volodymyr Perebykivskyi
* @since 0.2.0
* @see BigQueryJsonItemWriter
* @see <a href="https://github.com/spring-projects/spring-batch-extensions/tree/main/spring-batch-bigquery/src/test/java/org/springframework/batch/extensions/bigquery/builder/BigQueryJsonItemWriterBuilderTests.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/writer/builder/BigQueryJsonItemWriterBuilderTests.java">Examples</a>
*/
public class BigQueryJsonItemWriterBuilder<T> {
@@ -42,31 +42,71 @@ public class BigQueryJsonItemWriterBuilder<T> {
private WriteChannelConfiguration writeChannelConfig;
private BigQuery bigQuery;
/**
* Converts your DTO into byte array.
*
* @param rowMapper your mapping
* @return {@link BigQueryJsonItemWriter}
* @see BigQueryJsonItemWriter#setRowMapper(Converter)
*/
public BigQueryJsonItemWriterBuilder<T> rowMapper(Converter<T, byte[]> rowMapper) {
this.rowMapper = rowMapper;
return this;
}
/**
* Provides additional information about the {@link com.google.cloud.bigquery.Dataset}.
*
* @param datasetInfo BigQuery dataset info
* @return {@link BigQueryJsonItemWriter}
* @see BigQueryJsonItemWriter#setDatasetInfo(DatasetInfo)
*/
public BigQueryJsonItemWriterBuilder<T> datasetInfo(DatasetInfo datasetInfo) {
this.datasetInfo = datasetInfo;
return this;
}
/**
* Callback when {@link Job} will be finished.
*
* @param consumer your consumer
* @return {@link BigQueryJsonItemWriter}
* @see BigQueryJsonItemWriter#setJobConsumer(Consumer)
*/
public BigQueryJsonItemWriterBuilder<T> jobConsumer(Consumer<Job> consumer) {
this.jobConsumer = consumer;
return this;
}
/**
* Describes what should be written (format) and its destination (table).
*
* @param configuration BigQuery channel configuration
* @return {@link BigQueryJsonItemWriter}
* @see BigQueryJsonItemWriter#setWriteChannelConfig(WriteChannelConfiguration)
*/
public BigQueryJsonItemWriterBuilder<T> writeChannelConfig(WriteChannelConfiguration configuration) {
this.writeChannelConfig = configuration;
return this;
}
/**
* BigQuery service, responsible for API calls.
*
* @param bigQuery BigQuery service
* @return {@link BigQueryJsonItemWriter}
* @see BigQueryJsonItemWriter#setBigQuery(BigQuery)
*/
public BigQueryJsonItemWriterBuilder<T> bigQuery(BigQuery bigQuery) {
this.bigQuery = bigQuery;
return this;
}
/**
* Please do not forget about {@link BigQueryJsonItemWriter#afterPropertiesSet()}.
*
* @return {@link BigQueryJsonItemWriter}
*/
public BigQueryJsonItemWriter<T> build() {
BigQueryJsonItemWriter<T> writer = new BigQueryJsonItemWriter<>();

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -16,7 +16,7 @@
/**
* Google BigQuery related functionality.
*
* <p>
* These writers use java client from Google, so we cannot control this flow fully.
* Take into account that this writer produces {@link com.google.cloud.bigquery.JobConfiguration.Type#LOAD} {@link com.google.cloud.bigquery.Job}.
*
@@ -28,17 +28,17 @@
*
* <p>For example if you generate {@link com.google.cloud.bigquery.TableDataWriteChannel} and you {@link com.google.cloud.bigquery.TableDataWriteChannel#close()} it,
* there is no guarantee that single {@link com.google.cloud.bigquery.Job} will be created.
*
* <p>
* Take into account that BigQuery has rate limits, and it is very easy to exceed those in concurrent environment.
* @see <a href="https://cloud.google.com/bigquery/quotas">BigQuery Quotas &amp; Limits</a>
*
* Also worth mentioning that you should ensure ordering of the fields in DTO that you are going to send to the BigQuery.
* <p>
* Also, worth mentioning that you should ensure ordering of the fields in DTO that you are going to send to the BigQuery.
* In case of CSV/JSON and Jackson consider using {@link com.fasterxml.jackson.annotation.JsonPropertyOrder}.
*
* @author Volodymyr Perebykivskyi
* @since 0.1.0
* @since 0.2.0
* @see <a href="https://cloud.google.com/bigquery/">Google BigQuery</a>
* @see <a href="https://github.com/googleapis/java-bigquery">BigQuery Java Client on GitHub</a>
* @see <a href="https://cloud.google.com/bigquery/quotas">BigQuery Quotas &amp; Limits</a>
*/
@NonNullApi
package org.springframework.batch.extensions.bigquery.writer;

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@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -27,13 +27,20 @@ import org.springframework.batch.extensions.bigquery.writer.builder.BigQueryCsvI
import org.springframework.batch.extensions.bigquery.writer.builder.BigQueryJsonItemWriterBuilder;
import org.springframework.batch.item.Chunk;
import java.util.Comparator;
import java.util.List;
import java.util.concurrent.atomic.AtomicReference;
import java.util.stream.Stream;
public class BigQueryDataLoader {
public static final Chunk<PersonDto> CHUNK = Chunk.of(
new PersonDto("Volodymyr", 27), new PersonDto("Oleksandra", 26)
);
/** Order must be defined so later executed queries results could be predictable */
private static final List<PersonDto> PERSONS = Stream
.of(new PersonDto("Volodymyr", 27), new PersonDto("Oleksandra", 26))
.sorted(Comparator.comparing(PersonDto::name))
.toList();
public static final Chunk<PersonDto> CHUNK = new Chunk<>(PERSONS);
private final BigQuery bigQuery;
@@ -41,11 +48,6 @@ public class BigQueryDataLoader {
this.bigQuery = bigQuery;
}
public void loadCsvSample() throws Exception {
loadCsvSample(TestConstants.PERSONS_TABLE);
}
public void loadCsvSample(String tableName) throws Exception {
AtomicReference<Job> job = new AtomicReference<>();

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -16,11 +16,19 @@
package org.springframework.batch.extensions.bigquery.common;
public class TestConstants {
import com.google.cloud.bigquery.FieldValueList;
import org.springframework.core.convert.converter.Converter;
public final class TestConstants {
private TestConstants() {}
public static final String DATASET = "spring_batch_extensions";
public static final String PERSONS_TABLE = "persons";
public static final String NAME = "name";
public static final String AGE = "age";
public static final Converter<FieldValueList, PersonDto> PERSON_MAPPER = res -> new PersonDto(
res.get(NAME).getStringValue(), Long.valueOf(res.get(AGE).getLongValue()).intValue()
);
}

View File

@@ -0,0 +1,38 @@
/*
* 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.base;
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.BigQueryOptions;
import org.junit.jupiter.api.TestInfo;
import java.lang.reflect.Method;
public abstract class BaseBigQueryIntegrationTest {
private static final String TABLE_PATTERN = "%s_%s";
public final BigQuery bigQuery = BigQueryOptions.getDefaultInstance().getService();
protected String getTableName(TestInfo testInfo) {
return String.format(
TABLE_PATTERN,
testInfo.getTags().stream().findFirst().orElseThrow(),
testInfo.getTestMethod().map(Method::getName).orElseThrow()
);
}
}

View File

@@ -1,11 +1,28 @@
/*
* 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.
*/
/**
* In order to launch these tests you should provide a way how to authorize to Google BigQuery.
* A simple way is to create service account, store credentials as JSON file and provide environment variable.
* Example: GOOGLE_APPLICATION_CREDENTIALS=/home/dgray/Downloads/bq-key.json
* @see <a href="https://cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries#before-you-begin">Authentication</a>
*
* <p>
* Test names should follow this pattern: test1, test2, testN.
* So later in BigQuery you will see generated table name: csv_test1, csv_test2, csv_testN.
* This way it will be easier to trace errors in BigQuery.
*
* @see <a href="https://cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries#before-you-begin">Authentication</a>
*/
package org.springframework.batch.extensions.bigquery.integration;

View File

@@ -0,0 +1,68 @@
/*
* 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;
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.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryInteractiveQueryItemReaderBuilder;
import org.springframework.batch.item.Chunk;
@Tag("csv")
public class BigQueryInteractiveQueryCsvItemReaderTest extends BaseCsvJsonInteractiveQueryItemReaderTest {
@Test
void interactiveQueryTest1(TestInfo testInfo) throws Exception {
String tableName = getTableName(testInfo);
new BigQueryDataLoader(bigQuery).loadCsvSample(tableName);
Chunk<PersonDto> chunk = BigQueryDataLoader.CHUNK;
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<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)
.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);
}
}

View File

@@ -0,0 +1,68 @@
/*
* 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;
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.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryInteractiveQueryItemReaderBuilder;
import org.springframework.batch.item.Chunk;
@Tag("json")
public class BigQueryInteractiveQueryJsonItemReaderTest extends BaseCsvJsonInteractiveQueryItemReaderTest {
@Test
void interactiveQueryTest1(TestInfo testInfo) throws Exception {
String tableName = getTableName(testInfo);
new BigQueryDataLoader(bigQuery).loadJsonSample(tableName);
Chunk<PersonDto> chunk = BigQueryDataLoader.CHUNK;
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<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)
.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);
}
}

View File

@@ -0,0 +1,54 @@
/*
* 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.base;
import com.google.cloud.bigquery.DatasetInfo;
import com.google.cloud.bigquery.StandardTableDefinition;
import com.google.cloud.bigquery.TableDefinition;
import com.google.cloud.bigquery.TableId;
import com.google.cloud.bigquery.TableInfo;
import org.junit.jupiter.api.AfterEach;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.TestInfo;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.integration.base.BaseBigQueryIntegrationTest;
import java.util.Objects;
public abstract class BaseCsvJsonInteractiveQueryItemReaderTest extends BaseBigQueryIntegrationTest {
@BeforeEach
void prepareTest(TestInfo testInfo) {
if (Objects.isNull(bigQuery.getDataset(TestConstants.DATASET))) {
bigQuery.create(DatasetInfo.of(TestConstants.DATASET));
}
String tableName = getTableName(testInfo);
if (Objects.isNull(bigQuery.getTable(TestConstants.DATASET, tableName))) {
TableDefinition tableDefinition = StandardTableDefinition.of(PersonDto.getBigQuerySchema());
bigQuery.create(TableInfo.of(TableId.of(TestConstants.DATASET, tableName), tableDefinition));
}
}
@AfterEach
void cleanupTest(TestInfo testInfo) {
bigQuery.delete(TableId.of(TestConstants.DATASET, getTableName(testInfo)));
}
}

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -16,33 +16,21 @@
package org.springframework.batch.extensions.bigquery.integration.writer.base;
import com.google.cloud.RetryOption;
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.BigQueryOptions;
import com.google.cloud.bigquery.DatasetInfo;
import com.google.cloud.bigquery.FormatOptions;
import com.google.cloud.bigquery.JobId;
import com.google.cloud.bigquery.JobStatus;
import com.google.cloud.bigquery.StandardTableDefinition;
import com.google.cloud.bigquery.TableDefinition;
import com.google.cloud.bigquery.TableId;
import com.google.cloud.bigquery.TableInfo;
import com.google.cloud.bigquery.WriteChannelConfiguration;
import org.apache.commons.lang3.BooleanUtils;
import org.junit.jupiter.api.AfterEach;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.TestInfo;
import org.springframework.batch.extensions.bigquery.common.PersonDto;
import org.springframework.batch.extensions.bigquery.common.TestConstants;
import org.springframework.batch.extensions.bigquery.integration.base.BaseBigQueryIntegrationTest;
import java.lang.reflect.Method;
import java.util.Objects;
public abstract class BaseBigQueryItemWriterTest {
private static final String TABLE_PATTERN = "%s_%s";
protected final BigQuery bigQuery = BigQueryOptions.getDefaultInstance().getService();
public abstract class BaseBigQueryItemWriterTest extends BaseBigQueryIntegrationTest {
@BeforeEach
void prepareTest(TestInfo testInfo) {
@@ -61,30 +49,4 @@ public abstract class BaseBigQueryItemWriterTest {
bigQuery.delete(TableId.of(TestConstants.DATASET, getTableName(testInfo)));
}
protected String getTableName(TestInfo testInfo) {
return String.format(
TABLE_PATTERN,
testInfo.getTags().stream().findFirst().orElseThrow(),
testInfo.getTestMethod().map(Method::getName).orElseThrow()
);
}
protected WriteChannelConfiguration generateConfiguration(TestInfo testInfo, FormatOptions formatOptions) {
return WriteChannelConfiguration
.newBuilder(TableId.of(TestConstants.DATASET, getTableName(testInfo)))
.setSchema(PersonDto.getBigQuerySchema())
.setAutodetect(false)
.setFormatOptions(formatOptions)
.build();
}
/** TODO check {@link com.google.cloud.bigquery.Job#waitFor(RetryOption...)} */
protected void waitForJobToFinish(JobId jobId) {
JobStatus status = bigQuery.getJob(jobId).getStatus();
while (BooleanUtils.isFalse(JobStatus.State.DONE.equals(status.getState()))) {
status = bigQuery.getJob(jobId).getStatus();
}
}
}

View File

@@ -1,3 +1,19 @@
/*
* 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.base;
import com.google.cloud.bigquery.BigQuery;

View File

@@ -0,0 +1,67 @@
/*
* 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.unit.base.AbstractBigQueryTest;
import org.springframework.batch.extensions.bigquery.reader.BigQueryInteractiveQueryItemReader;
import org.springframework.batch.extensions.bigquery.reader.builder.BigQueryInteractiveQueryItemReaderBuilder;
class BigQueryInteractiveQueryItemReaderBuilderTests extends AbstractBigQueryTest {
@Test
void testSimpleQueryItemReader() {
BigQuery mockedBigQuery = prepareMockedBigQuery();
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<PersonDto>()
.bigQuery(mockedBigQuery)
.query("SELECT p.name, p.age FROM spring_batch_extensions.persons p LIMIT 1")
.rowMapper(TestConstants.PERSON_MAPPER)
.build();
reader.afterPropertiesSet();
Assertions.assertNotNull(reader);
}
@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"))
.build();
BigQueryInteractiveQueryItemReader<PersonDto> reader = new BigQueryInteractiveQueryItemReaderBuilder<PersonDto>()
.bigQuery(mockedBigQuery)
.jobConfiguration(jobConfiguration)
.rowMapper(TestConstants.PERSON_MAPPER)
.build();
reader.afterPropertiesSet();
Assertions.assertNotNull(reader);
}
}

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.

View File

@@ -1,5 +1,5 @@
/*
* Copyright 2002-2022 the original author or authors.
* 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.
@@ -37,6 +37,8 @@ import org.springframework.batch.extensions.bigquery.writer.builder.BigQueryJson
class BigQueryJsonItemWriterBuilderTests extends AbstractBigQueryTest {
private static final String TABLE = "persons_json";
private final Log logger = LogFactory.getLog(getClass());
/**
@@ -48,7 +50,7 @@ class BigQueryJsonItemWriterBuilderTests extends AbstractBigQueryTest {
ObjectMapper objectMapper = new ObjectMapper();
WriteChannelConfiguration writeConfiguration = WriteChannelConfiguration
.newBuilder(TableId.of(TestConstants.DATASET, "persons_json"))
.newBuilder(TableId.of(TestConstants.DATASET, TABLE))
.setFormatOptions(FormatOptions.json())
.setSchema(Schema.of(
Field.newBuilder("name", StandardSQLTypeName.STRING).setMode(Field.Mode.REQUIRED).build()
@@ -59,7 +61,7 @@ class BigQueryJsonItemWriterBuilderTests extends AbstractBigQueryTest {
.bigQuery(mockedBigQuery)
.rowMapper(dto -> convertDtoToJsonByteArray(objectMapper, dto))
.writeChannelConfig(writeConfiguration)
.jobConsumer(job -> this.logger.debug("Job with id: " + job.getJobId() + " is created"))
.jobConsumer(job -> this.logger.debug("Job with id: {}" + job.getJobId() + " is created"))
.build();
writer.afterPropertiesSet();
@@ -72,7 +74,7 @@ class BigQueryJsonItemWriterBuilderTests extends AbstractBigQueryTest {
BigQuery mockedBigQuery = prepareMockedBigQuery();
WriteChannelConfiguration writeConfiguration = WriteChannelConfiguration
.newBuilder(TableId.of(TestConstants.DATASET, "persons_json"))
.newBuilder(TableId.of(TestConstants.DATASET, TABLE))
.setAutodetect(true)
.setFormatOptions(FormatOptions.json())
.build();