Implement Spring Batch BigQuery
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committed by
Mahmoud Ben Hassine
parent
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/*
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* Copyright 2002-2021 the original author or authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.springframework.batch.extensions.item.google.bigquery.builder;
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import com.fasterxml.jackson.core.JsonProcessingException;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.dataformat.csv.CsvMapper;
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import com.google.cloud.bigquery.BigQuery;
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import com.google.cloud.bigquery.DatasetInfo;
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import com.google.cloud.bigquery.Field;
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import com.google.cloud.bigquery.FormatOptions;
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import com.google.cloud.bigquery.Schema;
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import com.google.cloud.bigquery.StandardSQLTypeName;
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import com.google.cloud.bigquery.TableId;
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import com.google.cloud.bigquery.WriteChannelConfiguration;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.junit.jupiter.api.Assertions;
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import org.junit.jupiter.api.Test;
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import org.mockito.Mockito;
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import org.springframework.batch.extensions.item.google.bigquery.BigQueryItemWriter;
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class BigQueryItemWriterBuilderTests {
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private static final String DATASET_NAME = "my_dataset";
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private final Log logger = LogFactory.getLog(getClass());
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/**
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* Example how CSV writer is expected to be built without {@link org.springframework.context.annotation.Bean} annotation.
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*/
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@Test
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void testCsvWriter() {
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BigQuery mockedBigQuery = prepareMockedBigQuery();
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CsvMapper csvMapper = new CsvMapper();
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WriteChannelConfiguration writeConfiguration = WriteChannelConfiguration
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.newBuilder(TableId.of(DATASET_NAME, "csv_table"))
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.setAutodetect(true)
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.setFormatOptions(FormatOptions.csv())
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.build();
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BigQueryItemWriter<PersonDto> writer = new BigQueryItemWriterBuilder<PersonDto>()
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.bigQuery(mockedBigQuery)
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.rowMapper(dto -> convertDtoToCsvByteArray(csvMapper, dto))
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.writeChannelConfig(writeConfiguration)
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.datasetInfo(DatasetInfo.newBuilder(DATASET_NAME).setLocation("europe-west-2").build())
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.build();
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writer.afterPropertiesSet();
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Assertions.assertNotNull(writer);
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}
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/**
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* Example how JSON writer is expected to be built without {@link org.springframework.context.annotation.Bean} annotation.
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*/
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@Test
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void testJsonWriter() {
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BigQuery mockedBigQuery = prepareMockedBigQuery();
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ObjectMapper objectMapper = new ObjectMapper();
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WriteChannelConfiguration writeConfiguration = WriteChannelConfiguration
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.newBuilder(TableId.of(DATASET_NAME, "json_table"))
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.setFormatOptions(FormatOptions.json())
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.setSchema(Schema.of(
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Field.newBuilder("name", StandardSQLTypeName.STRING).setMode(Field.Mode.REQUIRED).build()
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))
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.build();
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BigQueryItemWriter<PersonDto> writer = new BigQueryItemWriterBuilder<PersonDto>()
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.bigQuery(mockedBigQuery)
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.rowMapper(dto -> convertDtoToJsonByteArray(objectMapper, dto))
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.writeChannelConfig(writeConfiguration)
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.jobConsumer(job -> this.logger.debug("Job with id: " + job.getJobId() + " is created"))
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.build();
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writer.afterPropertiesSet();
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Assertions.assertNotNull(writer);
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}
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/**
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* Example how Apache Avro writer is expected to be built without {@link org.springframework.context.annotation.Bean} annotation.
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*/
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@Test
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void testAvroWriter() {
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BigQuery mockedBigQuery = prepareMockedBigQuery();
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WriteChannelConfiguration writeConfiguration = WriteChannelConfiguration
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.newBuilder(TableId.of(DATASET_NAME, "avro_table"))
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.setFormatOptions(FormatOptions.avro())
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.build();
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BigQueryItemWriter<PersonDto> writer = new BigQueryItemWriterBuilder<PersonDto>()
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.bigQuery(mockedBigQuery)
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.writeChannelConfig(writeConfiguration)
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.build();
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writer.afterPropertiesSet();
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Assertions.assertNotNull(writer);
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}
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private byte[] convertDtoToJsonByteArray(ObjectMapper objectMapper, PersonDto dto) {
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try {
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return objectMapper.writeValueAsBytes(dto);
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} catch (JsonProcessingException e) {
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throw new RuntimeException(e);
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}
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}
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private byte[] convertDtoToCsvByteArray(CsvMapper csvMapper, PersonDto dto) {
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try {
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return csvMapper.writerWithSchemaFor(PersonDto.class).writeValueAsBytes(dto);
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}
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catch (JsonProcessingException e) {
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throw new RuntimeException(e);
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}
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}
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private BigQuery prepareMockedBigQuery() {
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BigQuery mockedBigQuery = Mockito.mock(BigQuery.class);
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Mockito
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.when(mockedBigQuery.getTable(Mockito.any()))
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.thenReturn(null);
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Mockito
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.when(mockedBigQuery.getDataset(Mockito.anyString()))
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.thenReturn(null);
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return mockedBigQuery;
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}
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static class PersonDto {
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private String name;
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public String getName() {
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return name;
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}
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}
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}
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