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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2021/11/22 04:56:28 UTC
[GitHub] [hudi] rmahindra123 opened a new pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
rmahindra123 opened a new pull request #4063:
URL: https://github.com/apache/hudi/pull/4063
## What is the purpose of the pull request
Add Debezium Source for deltastreamer, allowing deltastreamer users to ingest the debezium change log records from kafka for Postgres DB.
## Brief change log
- Implemented a debezium source that can ingest JSON and AVRO change records from debezium kafka connector. The schema is read from the confluent schema registry
- Implemented a debezium payload that implement preCombine and merge of records based on the LSN field in postgres, that represents the actual sequence of the change logs
-
## Verify this pull request
Tested with RDS instance of postgres, debezium kafka connect and kafka. Tested with insert, update and delete operations.
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* 23c24b1325e63c690051933b9e72710be51faef9 Azure: [SUCCESS](https://dev.azure.com/apache-hudi-ci-org/785b6ef4-2f42-4a89-8f0e-5f0d7039a0cc/_build/results?buildId=3601)
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URL: https://github.com/apache/hudi/pull/4063#issuecomment-978329535
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/4063#issuecomment-975137993
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4063:
URL: https://github.com/apache/hudi/pull/4063#issuecomment-978334482
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4063:
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/4063#issuecomment-978433491
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
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[GitHub] [hudi] vinothchandar commented on a change in pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
Posted by GitBox <gi...@apache.org>.
vinothchandar commented on a change in pull request #4063:
URL: https://github.com/apache/hudi/pull/4063#discussion_r756410413
##########
File path: hudi-common/src/main/java/org/apache/hudi/common/model/debezium/PostgresDebeziumAvroPayload.java
##########
@@ -0,0 +1,117 @@
+/*
+ * 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.hudi.common.model.debezium;
+
+import org.apache.hudi.common.util.Option;
+
+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;
+
+/**
+ * Provides support for seamlessly applying changes captured via Debezium for PostgresDB.
+ * <p>
+ * Debezium change event types are determined for the op field in the payload
+ * <p>
+ * - For inserts, op=i
+ * - For deletes, op=d
+ * - For updates, op=u
+ * - For snapshort inserts, op=r
+ * <p>
+ * 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<GenericRecord> record) {
+ super(record);
+ }
+
+ private Long extractLSN(IndexedRecord record) {
+ GenericRecord genericRecord = (GenericRecord) record;
+ return (Long) genericRecord.get(DebeziumConstants.FLATTENED_LSN_COL_NAME);
+ }
+
+ @Override
+ protected boolean shouldPickCurrentRecord(IndexedRecord currentRecord, IndexedRecord insertRecord, Schema schema) throws IOException {
+ Long currentSourceLSN = extractLSN(currentRecord);
+ Long insertSourceLSN = extractLSN(insertRecord);
+
+ // Pick the current value in storage only if its LSN is latest compared to the LSN of the insert value
+ return insertSourceLSN < currentSourceLSN;
+ }
+
+ @Override
+ public Option<IndexedRecord> 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<IndexedRecord> insertOrDeleteRecord = super.combineAndGetUpdateValue(currentValue, schema);
+
+ if (insertOrDeleteRecord.isPresent()) {
+ List<Schema.Field> fields = insertOrDeleteRecord.get().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
+ boolean isToastedValue =
+ (
Review comment:
can we make this more readable? break it into methods and fix formatting?
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
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[GitHub] [hudi] vinothchandar merged pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
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[GitHub] [hudi] hudi-bot commented on pull request #4063: [HUDI-1290] Add Debezium Source for deltastreamer
Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4063:
URL: https://github.com/apache/hudi/pull/4063#issuecomment-975898733
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## CI report:
* 76e79070afacbcf0691c8839de8cd1703b2c97ff Azure: [FAILURE](https://dev.azure.com/apache-hudi-ci-org/785b6ef4-2f42-4a89-8f0e-5f0d7039a0cc/_build/results?buildId=3564)
* 23c24b1325e63c690051933b9e72710be51faef9 UNKNOWN
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