org.apache.hudi.common.model.debezium.PostgresDebeziumAvroPayload Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
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package org.apache.hudi.common.model.debezium;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.exception.HoodieDebeziumAvroPayloadException;
import org.apache.avro.Schema;
import org.apache.avro.generic.GenericData;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.generic.IndexedRecord;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.util.List;
import java.util.Properties;
/**
* Provides support for seamlessly applying changes captured via Debezium for PostgresDB.
*
* Debezium change event types are determined for the op field in the payload
*
* - For inserts, op=i
* - For deletes, op=d
* - For updates, op=u
* - For snapshort inserts, op=r
*
* This payload implementation will issue matching insert, delete, updates against the hudi table
*/
public class PostgresDebeziumAvroPayload extends AbstractDebeziumAvroPayload {
private static final Logger LOG = LogManager.getLogger(PostgresDebeziumAvroPayload.class);
public static final String DEBEZIUM_TOASTED_VALUE = "__debezium_unavailable_value";
public PostgresDebeziumAvroPayload(GenericRecord record, Comparable orderingVal) {
super(record, orderingVal);
}
public PostgresDebeziumAvroPayload(Option record) {
super(record);
}
private Option extractLSN(IndexedRecord record) {
Object value = ((GenericRecord) record).get(DebeziumConstants.FLATTENED_LSN_COL_NAME);
return Option.ofNullable(value != null ? (Long) value : null);
}
@Override
protected boolean shouldPickCurrentRecord(IndexedRecord currentRecord, IndexedRecord insertRecord, Schema schema) throws IOException {
Long insertSourceLSN = extractLSN(insertRecord)
.orElseThrow(() ->
new HoodieDebeziumAvroPayloadException(String.format("%s cannot be null in insert record: %s",
DebeziumConstants.FLATTENED_LSN_COL_NAME, insertRecord)));
Option currentSourceLSNOpt = extractLSN(currentRecord);
// Pick the current value in storage only if its LSN is latest compared to the LSN of the insert value
return currentSourceLSNOpt.isPresent() && insertSourceLSN < currentSourceLSNOpt.get();
}
@Override
public Option combineAndGetUpdateValue(IndexedRecord currentValue, Schema schema, Properties properties) throws IOException {
// Specific to Postgres: If the updated record has TOASTED columns,
// we will need to keep the previous value for those columns
// see https://debezium.io/documentation/reference/connectors/postgresql.html#postgresql-toasted-values
Option insertOrDeleteRecord = super.combineAndGetUpdateValue(currentValue, schema, properties);
if (insertOrDeleteRecord.isPresent()) {
mergeToastedValuesIfPresent(insertOrDeleteRecord.get(), currentValue);
}
return insertOrDeleteRecord;
}
@Override
public Option combineAndGetUpdateValue(IndexedRecord currentValue, Schema schema) throws IOException {
// Specific to Postgres: If the updated record has TOASTED columns,
// we will need to keep the previous value for those columns
// see https://debezium.io/documentation/reference/connectors/postgresql.html#postgresql-toasted-values
Option insertOrDeleteRecord = super.combineAndGetUpdateValue(currentValue, schema);
if (insertOrDeleteRecord.isPresent()) {
mergeToastedValuesIfPresent(insertOrDeleteRecord.get(), currentValue);
}
return insertOrDeleteRecord;
}
private void mergeToastedValuesIfPresent(IndexedRecord incomingRecord, IndexedRecord currentRecord) {
List fields = incomingRecord.getSchema().getFields();
fields.forEach(field -> {
// There are only four avro data types that have unconstrained sizes, which are
// NON-NULLABLE STRING, NULLABLE STRING, NON-NULLABLE BYTES, NULLABLE BYTES
if (((GenericData.Record) incomingRecord).get(field.name()) != null
&& (containsStringToastedValues(incomingRecord, field) || containsBytesToastedValues(incomingRecord, field))) {
((GenericData.Record) incomingRecord).put(field.name(), ((GenericData.Record) currentRecord).get(field.name()));
}
});
}
/**
* Returns true if a column is either of type string or a union of one or more strings that contain a debezium toasted value.
*
* @param incomingRecord The incoming avro record
* @param field the column of interest
* @return
*/
private boolean containsStringToastedValues(IndexedRecord incomingRecord, Schema.Field field) {
return ((field.schema().getType() == Schema.Type.STRING
|| (field.schema().getType() == Schema.Type.UNION && field.schema().getTypes().stream().anyMatch(s -> s.getType() == Schema.Type.STRING)))
// Check length first as an optimization
&& ((CharSequence) ((GenericData.Record) incomingRecord).get(field.name())).length() == DEBEZIUM_TOASTED_VALUE.length()
&& DEBEZIUM_TOASTED_VALUE.equals(((CharSequence) ((GenericData.Record) incomingRecord).get(field.name())).toString()));
}
/**
* Returns true if a column is either of type bytes or a union of one or more bytes that contain a debezium toasted value.
*
* @param incomingRecord The incoming avro record
* @param field the column of interest
* @return
*/
private boolean containsBytesToastedValues(IndexedRecord incomingRecord, Schema.Field field) {
return ((field.schema().getType() == Schema.Type.BYTES
|| (field.schema().getType() == Schema.Type.UNION && field.schema().getTypes().stream().anyMatch(s -> s.getType() == Schema.Type.BYTES)))
// Check length first as an optimization
&& ((ByteBuffer) ((GenericData.Record) incomingRecord).get(field.name())).array().length == DEBEZIUM_TOASTED_VALUE.length()
&& DEBEZIUM_TOASTED_VALUE.equals(new String(((ByteBuffer) ((GenericData.Record) incomingRecord).get(field.name())).array(), StandardCharsets.UTF_8)));
}
}