Implement AvroItemReader and AvroItemWriter
Resolves BATCH-2833
This commit is contained in:
committed by
Mahmoud Ben Hassine
parent
872845cae8
commit
bd53168ddb
@@ -0,0 +1,177 @@
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/*
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* Copyright 2019 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.item.avro;
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import java.io.IOException;
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import java.io.InputStream;
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import org.apache.avro.Schema;
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import org.apache.avro.file.DataFileStream;
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import org.apache.avro.generic.GenericDatumReader;
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import org.apache.avro.generic.GenericRecord;
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import org.apache.avro.io.BinaryDecoder;
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import org.apache.avro.io.DatumReader;
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import org.apache.avro.io.DecoderFactory;
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import org.apache.avro.reflect.ReflectDatumReader;
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import org.apache.avro.specific.SpecificDatumReader;
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import org.apache.avro.specific.SpecificRecordBase;
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import org.springframework.batch.item.ItemReader;
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import org.springframework.batch.item.ItemStreamException;
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import org.springframework.batch.item.support.AbstractItemCountingItemStreamItemReader;
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import org.springframework.core.io.Resource;
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import org.springframework.util.Assert;
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/**
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* An {@link ItemReader} that deserializes data from a {@link Resource} containing serialized Avro objects.
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*
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* @author David Turanski
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* @since 4.2
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*/
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public class AvroItemReader<T> extends AbstractItemCountingItemStreamItemReader<T> {
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private boolean embeddedSchema = true;
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private InputStreamReader<T> inputStreamReader;
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private DataFileStream<T> dataFileReader;
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private InputStream inputStream;
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private DatumReader<T> datumReader;
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/**
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*
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* @param resource the {@link Resource} containing objects serialized with Avro.
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* @param clazz the data type to be deserialized.
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*/
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public AvroItemReader(Resource resource, Class<T> clazz) {
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Assert.notNull(resource, "'resource' is required.");
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Assert.notNull(clazz, "'class' is required.");
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try {
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this.inputStream = resource.getInputStream();
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this.datumReader = datumReaderForClass(clazz);
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}
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catch (IOException e) {
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throw new IllegalArgumentException(e.getMessage(), e);
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}
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}
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/**
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*
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* @param data the {@link Resource} containing the data to be read.
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* @param schema the {@link Resource} containing the Avro schema.
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*/
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public AvroItemReader(Resource data, Resource schema) {
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Assert.notNull(data, "'data' is required.");
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Assert.state(data.exists(), "'data' " + data.getFilename() +" does not exist.");
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Assert.notNull(schema, "'schema' is required");
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Assert.state(schema.exists(), "'schema' " + schema.getFilename() +" does not exist.");
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try {
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this.inputStream = data.getInputStream();
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Schema avroSchema = new Schema.Parser().parse(schema.getInputStream());
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this.datumReader = new GenericDatumReader<>(avroSchema);
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}
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catch (IOException e) {
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throw new IllegalArgumentException(e.getMessage(), e);
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}
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}
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/**
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* Disable or enable reading an embedded Avro schema. True by default.
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* @param embeddedSchema set to false to if the input does not embed an Avro schema.
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*/
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public void setEmbeddedSchema(boolean embeddedSchema) {
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this.embeddedSchema = embeddedSchema;
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}
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@Override
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protected T doRead() throws Exception {
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if (inputStreamReader != null) {
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return inputStreamReader.read();
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}
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return dataFileReader.hasNext()? dataFileReader.next(): null;
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}
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@Override
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protected void doOpen() throws Exception {
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initializeReader();
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}
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@Override
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protected void doClose() throws Exception {
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if (this.inputStreamReader != null) {
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inputStreamReader.close();
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return;
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}
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dataFileReader.close();
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}
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private void initializeReader() throws IOException {
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if (this.embeddedSchema) {
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this.dataFileReader = new DataFileStream<>(this.inputStream, this.datumReader);
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} else {
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this.inputStreamReader = createInputStreamReader(this.inputStream, this.datumReader);
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}
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}
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private InputStreamReader<T> createInputStreamReader(InputStream inputStream, DatumReader<T> datumReader) {
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return new InputStreamReader<>(inputStream, datumReader);
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}
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private static <T> DatumReader<T> datumReaderForClass(Class<T> clazz) {
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if (SpecificRecordBase.class.isAssignableFrom(clazz)){
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return new SpecificDatumReader<>(clazz);
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}
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if (GenericRecord.class.isAssignableFrom(clazz)) {
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return new GenericDatumReader<>();
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}
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return new ReflectDatumReader<>(clazz);
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}
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private static class InputStreamReader<T> {
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private final DatumReader<T> datumReader;
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private final BinaryDecoder binaryDecoder;
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private final InputStream inputStream;
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private InputStreamReader(InputStream inputStream, DatumReader<T> datumReader) {
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this.inputStream = inputStream;
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this.datumReader = datumReader;
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this.binaryDecoder = DecoderFactory.get().binaryDecoder(inputStream, null);
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}
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private T read() throws Exception {
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if (!binaryDecoder.isEnd()) {
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return datumReader.read(null, binaryDecoder);
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}
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return null;
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}
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private void close() {
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try {
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this.inputStream.close();
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} catch (IOException e) {
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throw new ItemStreamException(e.getMessage(), e);
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}
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}
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}
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}
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@@ -0,0 +1,200 @@
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/*
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* Copyright 2019 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.item.avro;
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import java.io.IOException;
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import java.io.OutputStream;
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import java.util.List;
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import org.apache.avro.Schema;
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import org.apache.avro.file.DataFileWriter;
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import org.apache.avro.generic.GenericDatumWriter;
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import org.apache.avro.generic.GenericRecord;
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import org.apache.avro.io.BinaryEncoder;
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import org.apache.avro.io.DatumWriter;
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import org.apache.avro.io.EncoderFactory;
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import org.apache.avro.reflect.ReflectDatumWriter;
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import org.apache.avro.specific.SpecificDatumWriter;
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import org.apache.avro.specific.SpecificRecordBase;
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import org.springframework.batch.item.ExecutionContext;
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import org.springframework.batch.item.ItemStreamException;
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import org.springframework.batch.item.ItemWriter;
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import org.springframework.batch.item.support.AbstractItemStreamItemWriter;
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import org.springframework.core.io.Resource;
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import org.springframework.core.io.WritableResource;
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import org.springframework.util.Assert;
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/**
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* An {@link ItemWriter} that serializes data to an {@link WritableResource} using Avro.
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*
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* This does not support restart on failure.
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*
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* @since 4.2
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* @author David Turanski
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*/
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public class AvroItemWriter<T> extends AbstractItemStreamItemWriter<T> {
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private DataFileWriter<T> dataFileWriter;
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private OutputStreamWriter<T> outputStreamWriter;
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private WritableResource resource;
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private Schema schema;
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private Resource schemaResource;
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private Class<T> clazz;
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private boolean embedSchema = true;
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/**
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*
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* @param resource a {@link WritableResource} to which the objects will be serialized.
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* @param schema a {@link Resource} containing the Avro schema.
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* @param clazz the data type to be serialized.
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*/
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public AvroItemWriter(WritableResource resource, Resource schema, Class<T> clazz) {
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this.schemaResource = schema;
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this.resource = resource;
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this.clazz = clazz;
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}
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/**
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* This constructor will create an ItemWriter that does not embedded Avro schema.
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*
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* @param resource a {@link WritableResource} to which the objects will be serialized.
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* @param clazz the data type to be serialized.
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*/
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public AvroItemWriter(WritableResource resource, Class<T> clazz) {
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this(resource, null, clazz);
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embedSchema = false;
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}
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@Override
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public void write(List<? extends T> items) throws Exception {
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items.forEach(item -> {
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try {
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if (this.dataFileWriter != null) {
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this.dataFileWriter.append(item);
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}
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else {
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this.outputStreamWriter.write(item);
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}
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}
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catch (Exception e) {
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throw new ItemStreamException(e.getMessage(), e);
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}
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});
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}
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/**
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* @see org.springframework.batch.item.ItemStream#open(ExecutionContext)
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*/
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@Override
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public void open(ExecutionContext executionContext) {
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try {
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initializeWriter();
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} catch (IOException e) {
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throw new ItemStreamException(e.getMessage(), e);
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}
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}
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@Override
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public void close() {
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try {
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if (this.dataFileWriter != null) {
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dataFileWriter.close();
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}
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else {
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this.outputStreamWriter.close();
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}
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}
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catch (IOException e) {
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throw new ItemStreamException(e.getMessage(), e);
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}
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}
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private void initializeWriter() throws IOException {
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Assert.notNull(resource, "'resource' is required.");
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Assert.notNull(clazz, "'class' is required.");
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if (this.embedSchema) {
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Assert.notNull(this.schemaResource, "'schema' is required.");
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Assert.state(this.schemaResource.exists(),
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"'schema' " + this.schemaResource.getFilename() + " does not exist.");
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try {
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this.schema = new Schema.Parser().parse(this.schemaResource.getInputStream());
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} catch (IOException e) {
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throw new IllegalArgumentException(e.getMessage(), e);
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}
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this.dataFileWriter = new DataFileWriter<>(datumWriterForClass(this.clazz));
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this.dataFileWriter.create(this.schema, this.resource.getOutputStream());
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} else {
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this.outputStreamWriter = createOutputStreamWriter(resource.getOutputStream(),
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datumWriterForClass(this.clazz));
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}
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}
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private static <T> DatumWriter<T> datumWriterForClass(Class<T> clazz) {
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if (GenericRecord.class.isAssignableFrom(clazz)) {
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return new GenericDatumWriter<>();
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}
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if (SpecificRecordBase.class.isAssignableFrom(clazz)){
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return new SpecificDatumWriter<>(clazz);
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}
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return new ReflectDatumWriter<>(clazz);
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}
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private AvroItemWriter.OutputStreamWriter<T> createOutputStreamWriter(OutputStream outputStream,
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DatumWriter<T> datumWriter) {
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return new AvroItemWriter.OutputStreamWriter<>(outputStream, datumWriter);
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}
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private static class OutputStreamWriter<T> {
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private final DatumWriter<T> datumWriter;
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private final BinaryEncoder binaryEncoder;
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private final OutputStream outputStream;
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private OutputStreamWriter(OutputStream outputStream, DatumWriter<T> datumWriter) {
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this.outputStream = outputStream;
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this.datumWriter = datumWriter;
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this.binaryEncoder = EncoderFactory.get().binaryEncoder(outputStream, null);
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}
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private void write(T datum) throws Exception {
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datumWriter.write(datum, binaryEncoder);
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binaryEncoder.flush();
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}
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private void close() {
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try {
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this.outputStream.close();
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}
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catch (IOException e) {
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throw new ItemStreamException(e.getMessage(), e);
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}
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}
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}
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}
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@@ -0,0 +1,203 @@
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/*
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* Copyright 2019 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.item.avro.builder;
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import org.apache.avro.Schema;
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import org.springframework.batch.item.avro.AvroItemReader;
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import org.springframework.core.io.ByteArrayResource;
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import org.springframework.core.io.Resource;
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import org.springframework.util.Assert;
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import org.springframework.util.StringUtils;
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/**
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* A builder implementation for the {@link AvroItemReader}
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*
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* @author David Turanski
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* @since 4.2
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*/
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public class AvroItemReaderBuilder<T> {
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private boolean saveState = true;
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private String name = AvroItemReader.class.getSimpleName();
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private int maxItemCount = Integer.MAX_VALUE;
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private int currentItemCount;
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private Resource schema;
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private Resource resource;
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private Class<T> type;
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private boolean embeddedSchema =true;
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/**
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* Configure a {@link Resource} containing Avro serialized objects.
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* @param resource an existing Resource.
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* @return The current instance of the builder.
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*/
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public AvroItemReaderBuilder<T> resource(Resource resource) {
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Assert.notNull(resource, "A 'resource' is required.");
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Assert.state(resource.exists(), "Resource " + resource.getFilename() + " does not exist.");
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this.resource = resource;
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return this;
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}
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/**
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* Configure an Avro {@link Schema} from a {@link Resource}.
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* @param schema an existing schema Resource.
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* @return The current instance of the builder.
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*/
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public AvroItemReaderBuilder<T> schema(Resource schema) {
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Assert.notNull(schema, "A 'schema' Resource is required.");
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Assert.state(schema.exists(), "Resource " + schema.getFilename() + " does not exist.");
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this.schema = schema;
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return this;
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}
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/**
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* Configure an Avro {@link Schema} from a String.
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* @param schemaString the schema String.
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* @return The current instance of the builder.
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*/
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public AvroItemReaderBuilder<T> schema(String schemaString) {
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Assert.hasText(schemaString, "A 'schema' is required.");
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this.schema = new ByteArrayResource(schemaString.getBytes());
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return this;
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}
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/**
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* Configure a type to be deserialized.
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* @param type the class to be deserialized.
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* @return The current instance of the builder.
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*/
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public AvroItemReaderBuilder<T> type(Class<T> type) {
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Assert.notNull(type, "A 'type' is required.");
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this.type = type;
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return this;
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}
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/**
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* Disable or enable reading an embedded Avro schema. True by default.
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* @param embeddedSchema set to false to if the input does not contain an Avro schema.
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*/
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public AvroItemReaderBuilder<T> embeddedSchema(boolean embeddedSchema) {
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this.embeddedSchema = embeddedSchema;
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return this;
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}
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/**
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* Configure if the state of the {@link org.springframework.batch.item.ItemStreamSupport}
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* should be persisted within the {@link org.springframework.batch.item.ExecutionContext}
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* for restart purposes.
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*
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* @param saveState defaults to true
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* @return The current instance of the builder.
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*/
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public AvroItemReaderBuilder<T> saveState(boolean saveState) {
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this.saveState = saveState;
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return this;
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}
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/**
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* The name used to calculate the key within the
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* {@link org.springframework.batch.item.ExecutionContext}. Required if
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* {@link #saveState(boolean)} is set to true.
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*
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* @param name name of the reader instance
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* @return The current instance of the builder.
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* @see org.springframework.batch.item.ItemStreamSupport#setName(String)
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*/
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public AvroItemReaderBuilder<T> name(String name) {
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this.name = name;
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return this;
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}
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|
||||
/**
|
||||
* Configure the max number of items to be read.
|
||||
*
|
||||
* @param maxItemCount the max items to be read
|
||||
* @return The current instance of the builder.
|
||||
* @see org.springframework.batch.item.support.AbstractItemCountingItemStreamItemReader#setMaxItemCount(int)
|
||||
*/
|
||||
public AvroItemReaderBuilder<T> maxItemCount(int maxItemCount) {
|
||||
this.maxItemCount = maxItemCount;
|
||||
return this;
|
||||
}
|
||||
|
||||
/**
|
||||
* Index for the current item. Used on restarts to indicate where to start from.
|
||||
*
|
||||
* @param currentItemCount current index
|
||||
* @return this instance for method chaining
|
||||
* @see org.springframework.batch.item.support.AbstractItemCountingItemStreamItemReader#setCurrentItemCount(int)
|
||||
*/
|
||||
public AvroItemReaderBuilder<T> currentItemCount(int currentItemCount) {
|
||||
this.currentItemCount = currentItemCount;
|
||||
return this;
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Build an instance of {@link AvroItemReader}.
|
||||
* @return the instance;
|
||||
*/
|
||||
public AvroItemReader<T> build() {
|
||||
AvroItemReader<T> avroItemReader;
|
||||
|
||||
Assert.notNull(this.resource, "A 'resource' is required.");
|
||||
|
||||
if (this.type != null) {
|
||||
avroItemReader = buildForType();
|
||||
}
|
||||
else {
|
||||
avroItemReader = buildForSchema();
|
||||
}
|
||||
|
||||
avroItemReader.setSaveState(this.saveState);
|
||||
|
||||
if(this.saveState) {
|
||||
Assert.state(StringUtils.hasText(this.name),
|
||||
"A name is required when saveState is set to true.");
|
||||
}
|
||||
|
||||
avroItemReader.setName(this.name);
|
||||
avroItemReader.setCurrentItemCount(this.currentItemCount);
|
||||
avroItemReader.setMaxItemCount(this.maxItemCount);
|
||||
avroItemReader.setEmbeddedSchema(this.embeddedSchema);
|
||||
|
||||
return avroItemReader;
|
||||
}
|
||||
|
||||
|
||||
private AvroItemReader<T> buildForType() {
|
||||
Assert.isNull(this.schema, "You cannot specify a schema and 'type'.");
|
||||
return new AvroItemReader<>(this.resource, this.type);
|
||||
}
|
||||
|
||||
private AvroItemReader<T> buildForSchema() {
|
||||
Assert.notNull(this.schema, "'schema' is required.");
|
||||
return new AvroItemReader<>(resource, schema);
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
@@ -0,0 +1,118 @@
|
||||
/*
|
||||
* Copyright 2019 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.item.avro.builder;
|
||||
|
||||
import org.springframework.batch.item.avro.AvroItemWriter;
|
||||
import org.springframework.core.io.ByteArrayResource;
|
||||
import org.springframework.core.io.Resource;
|
||||
import org.springframework.core.io.WritableResource;
|
||||
import org.springframework.util.Assert;
|
||||
|
||||
/**
|
||||
* @author David Turanski
|
||||
* @since 4.2
|
||||
*/
|
||||
public class AvroItemWriterBuilder<T> {
|
||||
private Class<T> type;
|
||||
|
||||
private WritableResource resource;
|
||||
|
||||
private Resource schema;
|
||||
|
||||
private String name = AvroItemWriter.class.getSimpleName();
|
||||
|
||||
/**
|
||||
*
|
||||
* @param resource the {@link WritableResource} used to write the serialized data.
|
||||
* @return The current instance of the builder.
|
||||
*/
|
||||
public AvroItemWriterBuilder<T> resource(WritableResource resource) {
|
||||
Assert.notNull(resource, "A 'resource' is required.");
|
||||
this.resource = resource;
|
||||
return this;
|
||||
}
|
||||
|
||||
/**
|
||||
*
|
||||
* @param schema the Resource containing the schema JSON used to serialize the output.
|
||||
* @return The current instance of the builder.
|
||||
*/
|
||||
public AvroItemWriterBuilder<T> schema(Resource schema) {
|
||||
Assert.notNull(schema, "A 'schema' is required.");
|
||||
Assert.state(schema.exists(), "Resource " + schema.getFilename() + "does not exist.");
|
||||
this.schema = schema;
|
||||
return this;
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
*
|
||||
* @param schemaString the String containing the schema JSON used to serialize the output.
|
||||
* @return The current instance of the builder.
|
||||
*/
|
||||
public AvroItemWriterBuilder<T> schema(String schemaString) {
|
||||
Assert.hasText(schemaString, "A 'schemaString' is required.");
|
||||
this.schema = new ByteArrayResource(schemaString.getBytes());
|
||||
return this;
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
*
|
||||
* @param type the Class of objects to be serialized.
|
||||
* @return The current instance of the builder.
|
||||
*/
|
||||
public AvroItemWriterBuilder<T> type(Class<T> type) {
|
||||
Assert.notNull(type, "A 'type' is required.");
|
||||
this.type = type;
|
||||
return this;
|
||||
}
|
||||
|
||||
/**
|
||||
* The name used to calculate the key within the
|
||||
* {@link org.springframework.batch.item.ExecutionContext}.
|
||||
*
|
||||
* @param name name of the reader instance
|
||||
* @return The current instance of the builder.
|
||||
* @see org.springframework.batch.item.ItemStreamSupport#setName(String)
|
||||
*/
|
||||
public AvroItemWriterBuilder<T> name(String name) {
|
||||
Assert.hasText(name, "A 'name' is required.");
|
||||
this.name = name;
|
||||
return this;
|
||||
}
|
||||
|
||||
/**
|
||||
* Build an instance of {@link AvroItemWriter}.
|
||||
*
|
||||
* @return the instance;
|
||||
*/
|
||||
public AvroItemWriter<T> build() {
|
||||
|
||||
Assert.notNull(this.resource, "A 'resource' is required.");
|
||||
|
||||
Assert.notNull(this.type, "A 'type' is required.");
|
||||
|
||||
|
||||
AvroItemWriter<T> avroItemWriter = this.schema != null ?
|
||||
new AvroItemWriter(this.resource, this.schema, this.type):
|
||||
new AvroItemWriter<>(this.resource, this.type);
|
||||
avroItemWriter.setName(name);
|
||||
return avroItemWriter;
|
||||
}
|
||||
|
||||
}
|
||||
Reference in New Issue
Block a user