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A table format for huge analytic datasets
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.iceberg.connect.data;
import java.io.IOException;
import java.io.UncheckedIOException;
import java.util.Arrays;
import java.util.List;
import org.apache.iceberg.Table;
import org.apache.iceberg.catalog.TableIdentifier;
import org.apache.iceberg.connect.IcebergSinkConfig;
import org.apache.iceberg.data.Record;
import org.apache.iceberg.io.TaskWriter;
import org.apache.iceberg.io.WriteResult;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.apache.kafka.connect.errors.DataException;
import org.apache.kafka.connect.sink.SinkRecord;
class IcebergWriter implements RecordWriter {
private final Table table;
private final String tableName;
private final IcebergSinkConfig config;
private final List writerResults;
private RecordConverter recordConverter;
private TaskWriter writer;
IcebergWriter(Table table, String tableName, IcebergSinkConfig config) {
this.table = table;
this.tableName = tableName;
this.config = config;
this.writerResults = Lists.newArrayList();
initNewWriter();
}
private void initNewWriter() {
this.writer = RecordUtils.createTableWriter(table, tableName, config);
this.recordConverter = new RecordConverter(table, config);
}
@Override
public void write(SinkRecord record) {
try {
// ignore tombstones...
if (record.value() != null) {
Record row = convertToRow(record);
writer.write(row);
}
} catch (Exception e) {
throw new DataException(
String.format(
"An error occurred converting record, topic: %s, partition, %d, offset: %d",
record.topic(), record.kafkaPartition(), record.kafkaOffset()),
e);
}
}
private Record convertToRow(SinkRecord record) {
if (!config.evolveSchemaEnabled()) {
return recordConverter.convert(record.value());
}
SchemaUpdate.Consumer updates = new SchemaUpdate.Consumer();
Record row = recordConverter.convert(record.value(), updates);
if (!updates.empty()) {
// complete the current file
flush();
// apply the schema updates, this will refresh the table
SchemaUtils.applySchemaUpdates(table, updates);
// initialize a new writer with the new schema
initNewWriter();
// convert the row again, this time using the new table schema
row = recordConverter.convert(record.value(), null);
}
return row;
}
private void flush() {
WriteResult writeResult;
try {
writeResult = writer.complete();
} catch (IOException e) {
throw new UncheckedIOException(e);
}
writerResults.add(
new IcebergWriterResult(
TableIdentifier.parse(tableName),
Arrays.asList(writeResult.dataFiles()),
Arrays.asList(writeResult.deleteFiles()),
table.spec().partitionType()));
}
@Override
public List complete() {
flush();
List result = Lists.newArrayList(writerResults);
writerResults.clear();
return result;
}
@Override
public void close() {
try {
writer.close();
} catch (IOException e) {
throw new UncheckedIOException(e);
}
}
}