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Posted to issues@flink.apache.org by GitBox <gi...@apache.org> on 2022/01/20 03:25:55 UTC
[GitHub] [flink] imaffe opened a new pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
imaffe opened a new pull request #18406:
URL: https://github.com/apache/flink/pull/18406
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## What is the purpose of the change
Currently the source connector reads all messages as Message<byte[]>, and implements a deserialization abstraction to deserialize the byte array message. This deserialization abstraction supports both flink schema and pulsar schema. However because of this extra layer of abstraction, even when using pulsar schema, the schema info is not provided to the consumer (client), so it is not using any pulsar’s schema validation mechanism. (If pulsar client has a schema, it will send the schema to broker on connect and broker will validate if it is a valid schema according to a preset compatibility rule : https://pulsar.apache.org/docs/en/schema-evolution-compatibility/).
## Brief change log
- added test class PulsarDeserializationSchemaTest
- changed PulsarSchemaWrapper#decode() method
- use <?> generic in method signature
- pass in schema when creating consumer
- KeyValueSchemaFactory changed one implementation (needs Yufan's review)
## Verifying this change
This change added tests and can be verified as follows:
- Added tests in PulsarDeserializationSchemaTest
## Does this pull request potentially affect one of the following parts:
- The serializers: Yes, used a custome serializer for AVRO based structs
- Others : No
## Documentation
- Documentation should should be added in a different commit
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r808942533
##########
File path: docs/content/docs/connectors/datastream/pulsar.md
##########
@@ -149,11 +149,14 @@ Pulsar connector would filter the available topics by the `RegexSubscriptionMode
### Deserializer
A deserializer (Deserialization schema) is required for parsing Pulsar messages. The deserializer is
-configured by `setDeserializationSchema(PulsarDeserializationSchema)`.
-The `PulsarDeserializationSchema` defines how to deserialize a Pulsar `Message<byte[]>`.
+configured by `setDeserializationSchema(PulsarDeserializationSchema)`. Pulsar Connector supports use [pulsar schema evoluiton](https://pulsar.apache.org/docs/en/schema-evolution-compatibility/)
+The `PulsarDeserializationSchema` defines how to deserialize a Pulsar Message. If use
+`pulsarSchema`, then pulsar client will receive deserialized `Message<T>` directly instead of `Message<byte[]>`. If
+using flink schema, pulsar client will receive `Message<byte[]>`.
Review comment:
Add Chinese documentation changes
--
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r810451071
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/split/PulsarPartitionSplitReaderBase.java
##########
@@ -104,24 +104,31 @@ protected PulsarPartitionSplitReaderBase(
PulsarMessageCollector<OUT> collector = new PulsarMessageCollector<>(splitId, builder);
Deadline deadline = Deadline.fromNow(sourceConfiguration.getMaxFetchTime());
- // Consume message from pulsar until it was woke up by flink reader.
+ // Consume message from pulsar until it was woken up by flink reader.
for (int messageNum = 0;
messageNum < sourceConfiguration.getMaxFetchRecords()
&& deadline.hasTimeLeft()
&& isNotWakeup();
messageNum++) {
try {
Duration timeout = deadline.timeLeftIfAny();
- Message<byte[]> message = pollMessage(timeout);
+ Message<?> message = pollMessage(timeout);
if (message == null) {
break;
}
- // Deserialize message.
collector.setMessage(message);
- deserializationSchema.deserialize(message, collector);
- // Acknowledge message if need.
+ // Deserialize message by DeserializationSchema or Pulsar Schema.
+ if (sourceConfiguration.isEnableSchemaEvolution()) {
Review comment:
If we implement that way, we can use a different approach to support schema evolution, in that case, users uses nativePulsarSchema(...) and pass this `PulsarDeserializationSchema` impl to pulsar source build, and ENABLE_SCHEMA_EVOLUTION related configs is not necessary in that case. The good part is that the schema evolution semantics are more fine-grained.
The downside is our api turns from 3 to 4: originally only support TypeInformation, flink and pulsar, now we have a nativePulsar (which is the only schema that supports schema evolution)
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r828071923
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchema.java
##########
@@ -76,7 +76,10 @@ default void open(InitializationContext context) throws Exception {
* @param message The message decoded by pulsar.
* @param out The collector to put the resulting messages.
*/
- void deserialize(Message<byte[]> message, Collector<T> out) throws Exception;
+ void deserialize(Message<?> message, Collector<T> out) throws Exception;
Review comment:
When I create 2 methods at the same time, they clash with each other. Wondering is there a workaround ?
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r839183575
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/split/PulsarPartitionSplitReaderBase.java
##########
@@ -104,24 +104,31 @@ protected PulsarPartitionSplitReaderBase(
PulsarMessageCollector<OUT> collector = new PulsarMessageCollector<>(splitId, builder);
Deadline deadline = Deadline.fromNow(sourceConfiguration.getMaxFetchTime());
- // Consume message from pulsar until it was woke up by flink reader.
+ // Consume message from pulsar until it was woken up by flink reader.
for (int messageNum = 0;
messageNum < sourceConfiguration.getMaxFetchRecords()
&& deadline.hasTimeLeft()
&& isNotWakeup();
messageNum++) {
try {
Duration timeout = deadline.timeLeftIfAny();
- Message<byte[]> message = pollMessage(timeout);
+ Message<?> message = pollMessage(timeout);
if (message == null) {
break;
}
- // Deserialize message.
collector.setMessage(message);
- deserializationSchema.deserialize(message, collector);
- // Acknowledge message if need.
+ // Deserialize message by DeserializationSchema or Pulsar Schema.
+ if (sourceConfiguration.isEnableSchemaEvolution()) {
Review comment:
We decided to use config + determine schema evolution in PulsarSchemaWrapper
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] syhily commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
syhily commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r827823273
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchemaWrapper.java
##########
@@ -52,13 +53,18 @@ public void open(InitializationContext context, SourceConfiguration configuratio
}
@Override
- public void deserialize(Message<byte[]> message, Collector<T> out) throws Exception {
+ public void deserialize(Message<?> message, Collector<T> out) throws Exception {
byte[] bytes = message.getData();
T instance = deserializationSchema.deserialize(bytes);
out.collect(instance);
}
+ @Override
Review comment:
Put this in `PulsarDeserializationSchema` class as a default method
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r789012670
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/PulsarSourceBuilder.java
##########
@@ -265,6 +266,15 @@
return this;
}
+ /**
+ * If you enable this option, we would consume and deserialize the message by using Pulsar
+ * {@link Schema}.
+ */
+ public PulsarSourceBuilder<OUT> enableSchemaEvolution() {
+ configuration.set(PULSAR_ENABLE_SCHEMA_EVOLUTION, true);
Review comment:
I think the evolution should not be decided by connector, instead it should be decided by the broker configuration. The reason is , most of the cases whether the evolution should be enabled is coupled with the broker configuration, . Adding configuration in the source connector could happen the following
1. Connector enabled evolution, but broker disabled
2. Connector disabled evolution , but broker enabled (and user might expect the connector to support evolution automatically)
So I feel like the source connector schema evolution should not be configurable.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot commented on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot commented on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r788330029
##########
File path: flink-connectors/flink-connector-pulsar/src/test/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchemaTest.java
##########
@@ -64,27 +59,6 @@ void createFromFlinkDeserializationSchema() throws Exception {
assertEquals(collector.result, "some-sample-message");
}
- @Test
- void createFromPulsarSchema() throws Exception {
Review comment:
We don't need this test as we are not using `PulsarSchemaWrapper` to really decode any messages
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchema.java
##########
@@ -67,7 +67,13 @@ default void open(InitializationContext context) throws Exception {
* @param message The message decoded by pulsar.
* @param out The collector to put the resulting messages.
*/
- void deserialize(Message<byte[]> message, Collector<T> out) throws Exception;
+ void deserialize(Message<?> message, Collector<T> out) throws Exception;
+
+ /** @return The related Pulsar Schema for this serializer. */
+ default Schema<T> schema() {
Review comment:
We decided to use try catch to determine if we are using Pulsar Schema , though this is a bit weird as we are using "exception as control flow". Welcome some other options~
##########
File path: flink-connectors/flink-connector-pulsar/src/test/java/org/apache/flink/connector/pulsar/source/PulsarSourceDeserializationTest.java
##########
@@ -0,0 +1,283 @@
+/*
+ * 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.flink.connector.pulsar.source;
+
+import org.apache.flink.api.common.eventtime.WatermarkStrategy;
+import org.apache.flink.api.common.serialization.SimpleStringSchema;
+import org.apache.flink.connector.pulsar.source.enumerator.cursor.StopCursor;
+import org.apache.flink.connector.pulsar.source.enumerator.topic.TopicNameUtils;
+import org.apache.flink.connector.pulsar.source.reader.deserializer.PulsarDeserializationSchema;
+import org.apache.flink.connector.pulsar.testutils.PulsarTestSuiteBase;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.util.CloseableIterator;
+
+import org.apache.pulsar.client.api.Schema;
+import org.apache.pulsar.common.schema.KeyValue;
+import org.junit.jupiter.api.Test;
+
+import java.io.Serializable;
+import java.util.Objects;
+import java.util.concurrent.ThreadLocalRandom;
+
+import static org.apache.commons.lang3.RandomStringUtils.randomAlphabetic;
+import static org.apache.flink.connector.pulsar.source.reader.deserializer.PulsarDeserializationSchema.flinkSchema;
+import static org.apache.flink.connector.pulsar.source.reader.deserializer.PulsarDeserializationSchema.pulsarSchema;
+import static org.apache.pulsar.client.api.SubscriptionType.Exclusive;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatCode;
+
+/** Testing the pulsar schema used by source. */
+public class PulsarSourceDeserializationTest extends PulsarTestSuiteBase {
Review comment:
This class can be put together to `PulsarSourceITCase` like Kafka did, it also can be put to another directory. Where do you think it's the best place to put this class ?
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/common/schema/factories/KeyValueSchemaFactory.java
##########
@@ -69,11 +69,8 @@ public SchemaType type() {
public TypeInformation<KeyValue<K, V>> createTypeInfo(SchemaInfo info) {
KeyValue<SchemaInfo, SchemaInfo> kvSchemaInfo = decodeKeyValueSchemaInfo(info);
- Schema<K> keySchema = PulsarSchemaUtils.createSchema(kvSchemaInfo.getKey());
- Class<K> keyClass = decodeClassInfo(keySchema.getSchemaInfo());
-
- Schema<V> valueSchema = PulsarSchemaUtils.createSchema(kvSchemaInfo.getValue());
- Class<V> valueClass = decodeClassInfo(valueSchema.getSchemaInfo());
+ Class<K> keyClass = decodeClassInfo(kvSchemaInfo.getKey());
+ Class<V> valueClass = decodeClassInfo(kvSchemaInfo.getValue());
Review comment:
@syhily Hi Yufan, I'm not sure if this modification makes sense, I was wondering why we first create a schema from SchemaInfo and then get SchemaInfo from the schema ?
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r809700230
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/split/PulsarPartitionSplitReaderBase.java
##########
@@ -192,28 +199,37 @@ public void close() {
}
@Nullable
- protected abstract Message<byte[]> pollMessage(Duration timeout)
+ protected abstract Message<?> pollMessage(Duration timeout)
throws ExecutionException, InterruptedException, PulsarClientException;
- protected abstract void finishedPollMessage(Message<byte[]> message);
+ protected abstract void finishedPollMessage(Message<?> message);
- protected abstract void startConsumer(PulsarPartitionSplit split, Consumer<byte[]> consumer);
+ protected abstract void startConsumer(PulsarPartitionSplit split, Consumer<?> consumer);
// --------------------------- Helper Methods -----------------------------
protected boolean isNotWakeup() {
return !wakeup.get();
}
- /** Create a specified {@link Consumer} by the given split information. */
- protected Consumer<byte[]> createPulsarConsumer(PulsarPartitionSplit split) {
+ /**
+ * Create a specified {@link Consumer} by the given split information. If using pulsar schema,
+ * then use the pulsar schema, if using flink schema, then use a Schema.BYTES
+ */
+ protected Consumer<?> createPulsarConsumer(PulsarPartitionSplit split) {
return createPulsarConsumer(split.getPartition());
}
- /** Create a specified {@link Consumer} by the given topic partition. */
- protected Consumer<byte[]> createPulsarConsumer(TopicPartition partition) {
- ConsumerBuilder<byte[]> consumerBuilder =
- createConsumerBuilder(pulsarClient, Schema.BYTES, sourceConfiguration);
+ protected Consumer<?> createPulsarConsumer(TopicPartition partition) {
+ Schema<?> schema;
+ if (sourceConfiguration.isEnableSchemaEvolution()) {
+ schema = deserializationSchema.schema();
Review comment:
And here flinkSchema can implement the schema() method as well. So we don't need to check isEnableSchemaEvolution
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r808943898
##########
File path: flink-connectors/flink-connector-pulsar/src/test/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchemaTest.java
##########
@@ -108,6 +122,243 @@ void createFromFlinkTypeInformation() throws Exception {
assertEquals(collector.result, "test-content");
}
+ @Test
+ void primitiveStringPulsarSchema() {
+ final String topicName =
+ "primitiveString-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ String expectedMessage = randomAlphabetic(10);
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.STRING,
+ expectedMessage);
+ PulsarSource<String> source = createSource(topicName, pulsarSchema(Schema.STRING));
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
Review comment:
Here I thought no exception could prove the deserialization is ok, do we need to verify that the records are intact as well ?
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r808947658
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/common/schema/factories/AvroSchemaFactory.java
##########
@@ -45,4 +48,14 @@ public SchemaType type() {
return AvroSchema.of(definition);
}
+
+ @Override
+ public TypeInformation<T> createTypeInfo(SchemaInfo info) {
+ try {
+ Class<T> decodeClassInfo = decodeClassInfo(info);
+ return AvroUtils.getAvroUtils().createAvroTypeInfo(decodeClassInfo);
Review comment:
For avro based schema, we'll just use Flink's avro type info
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[GitHub] [flink] imaffe commented on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1042843443
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] syhily commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
syhily commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r827819349
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/common/schema/factories/KeyValueSchemaFactory.java
##########
@@ -69,11 +69,8 @@ public SchemaType type() {
public TypeInformation<KeyValue<K, V>> createTypeInfo(SchemaInfo info) {
KeyValue<SchemaInfo, SchemaInfo> kvSchemaInfo = decodeKeyValueSchemaInfo(info);
- Schema<K> keySchema = PulsarSchemaUtils.createSchema(kvSchemaInfo.getKey());
- Class<K> keyClass = decodeClassInfo(keySchema.getSchemaInfo());
-
- Schema<V> valueSchema = PulsarSchemaUtils.createSchema(kvSchemaInfo.getValue());
- Class<V> valueClass = decodeClassInfo(valueSchema.getSchemaInfo());
+ Class<K> keyClass = decodeClassInfo(kvSchemaInfo.getKey());
+ Class<V> valueClass = decodeClassInfo(kvSchemaInfo.getValue());
Review comment:
This change is ok. All the recreating checks should be done in the constructor.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r809699959
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/split/PulsarPartitionSplitReaderBase.java
##########
@@ -104,24 +104,31 @@ protected PulsarPartitionSplitReaderBase(
PulsarMessageCollector<OUT> collector = new PulsarMessageCollector<>(splitId, builder);
Deadline deadline = Deadline.fromNow(sourceConfiguration.getMaxFetchTime());
- // Consume message from pulsar until it was woke up by flink reader.
+ // Consume message from pulsar until it was woken up by flink reader.
for (int messageNum = 0;
messageNum < sourceConfiguration.getMaxFetchRecords()
&& deadline.hasTimeLeft()
&& isNotWakeup();
messageNum++) {
try {
Duration timeout = deadline.timeLeftIfAny();
- Message<byte[]> message = pollMessage(timeout);
+ Message<?> message = pollMessage(timeout);
if (message == null) {
break;
}
- // Deserialize message.
collector.setMessage(message);
- deserializationSchema.deserialize(message, collector);
- // Acknowledge message if need.
+ // Deserialize message by DeserializationSchema or Pulsar Schema.
+ if (sourceConfiguration.isEnableSchemaEvolution()) {
Review comment:
maybe considering pushing the check status to deserializationSchema ? we can add isSchemaEvolutionEnabled method in the PulsarDeserializationSchema, whether supporting schema evolution should better decided in the schema code instead of in SplitReaderBase code?
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] syhily commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
syhily commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r839604154
##########
File path: docs/content.zh/docs/connectors/datastream/pulsar.md
##########
@@ -155,6 +155,19 @@ Pulsar Source 提供了两种订阅 Topic 或 Topic 分区的方式。
PulsarDeserializationSchema.flinkTypeInfo(TypeInformation, ExecutionConfig);
```
+如果使用 KeyValue 或者 Struct 类型的Schema, 那么 pulsar `Schema` 讲不会含有类型类信息， 但`PulsarSchemaTypeInformation`需要通过传入类型类信息来构造。因此我们提供的API支持用户传入类型类信息。
Review comment:
Add extra space between words.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] syhily commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
syhily commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r839679979
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarSchemaWrapper.java
##########
@@ -41,22 +43,45 @@
/** The serializable pulsar schema, it wrap the schema with type class. */
private final PulsarSchema<T> pulsarSchema;
+ private boolean isSchemaEvolutionEnabled;
+
public PulsarSchemaWrapper(PulsarSchema<T> pulsarSchema) {
this.pulsarSchema = pulsarSchema;
}
@Override
- public void deserialize(Message<byte[]> message, Collector<T> out) throws Exception {
- Schema<T> schema = this.pulsarSchema.getPulsarSchema();
- byte[] bytes = message.getData();
- T instance = schema.decode(bytes);
+ public void open(
+ DeserializationSchema.InitializationContext context, SourceConfiguration configuration)
+ throws Exception {
+ this.isSchemaEvolutionEnabled = configuration.isEnableSchemaEvolution();
+ }
- out.collect(instance);
+ @Override
+ public void deserialize(Message<?> message, Collector<T> out) throws Exception {
Review comment:
I don't like this kind of deserialization.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r808773157
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/PulsarSourceBuilder.java
##########
@@ -460,6 +471,21 @@
}
}
+ // Schema evolution check.
+ if (deserializationSchema instanceof PulsarSchemaWrapper
+ && !Boolean.TRUE.equals(configBuilder.get(PULSAR_READ_SCHEMA_EVOLUTION))) {
+ LOG.info(
+ "It seems like you want to send message in Pulsar Schema."
Review comment:
typo: read
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[GitHub] [flink] imaffe commented on a change in pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r808941719
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/PulsarSourceBuilder.java
##########
@@ -265,6 +266,15 @@
return this;
}
+ /**
+ * If you enable this option, we would consume and deserialize the message by using Pulsar
+ * {@link Schema}.
+ */
+ public PulsarSourceBuilder<OUT> enableSchemaEvolution() {
+ configuration.set(PULSAR_ENABLE_SCHEMA_EVOLUTION, true);
Review comment:
We decided to make schema evolution configurable
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r808949139
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/common/schema/factories/JSONSchemaFactory.java
##########
@@ -38,4 +41,14 @@ public SchemaType type() {
Class<T> typeClass = decodeClassInfo(info);
return JSONSchema.of(typeClass, info.getProperties());
}
+
+ @Override
+ public TypeInformation<T> createTypeInfo(SchemaInfo info) {
+ try {
+ Class<T> decodeClassInfo = decodeClassInfo(info);
+ return AvroUtils.getAvroUtils().createAvroTypeInfo(decodeClassInfo);
Review comment:
Pulsar JSON schema internally uses AVRO as well.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r811600347
##########
File path: flink-connectors/flink-connector-pulsar/src/test/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchemaTest.java
##########
@@ -108,6 +122,243 @@ void createFromFlinkTypeInformation() throws Exception {
assertEquals(collector.result, "test-content");
}
+ @Test
+ void primitiveStringPulsarSchema() {
+ final String topicName =
+ "primitiveString-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ String expectedMessage = randomAlphabetic(10);
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.STRING,
+ expectedMessage);
+ PulsarSource<String> source = createSource(topicName, pulsarSchema(Schema.STRING));
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
Review comment:
already did lol
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot commented on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot commented on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017084961
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: WIP: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r811610572
##########
File path: flink-connectors/flink-connector-pulsar/src/test/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchemaTest.java
##########
@@ -108,6 +125,329 @@ void createFromFlinkTypeInformation() throws Exception {
assertEquals(collector.result, "test-content");
}
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void primitiveStringPulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "primitiveString-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ String expectedMessage = randomAlphabetic(10);
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.STRING,
+ expectedMessage);
+ PulsarSource<String> source;
+ if (useNativePulsarSchema) {
+ source = createSource(topicName, nativePulsarSchema(Schema.STRING));
+ } else {
+ source = createSource(topicName, pulsarSchema(Schema.STRING));
+ }
+
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void unversionedJsonStructPulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "unversionedJsonStruct-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ TestingUser expectedMessage = createRandomUser();
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.JSON(TestingUser.class),
+ expectedMessage);
+ PulsarSource<TestingUser> source;
+ if (useNativePulsarSchema) {
+ source =
+ createSource(
+ topicName,
+ nativePulsarSchema(Schema.JSON(TestingUser.class), TestingUser.class));
+ } else {
+ source =
+ createSource(
+ topicName,
+ pulsarSchema(Schema.JSON(TestingUser.class), TestingUser.class));
+ }
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void keyValueJsonStructPulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "keyValueJsonStruct-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ KeyValue<TestingUser, TestingUser> expectedMessage =
+ new KeyValue<>(createRandomUser(), createRandomUser());
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.KeyValue(
+ Schema.JSON(TestingUser.class), Schema.JSON(TestingUser.class)),
+ expectedMessage);
+ PulsarSource<KeyValue<TestingUser, TestingUser>> source;
+ if (useNativePulsarSchema) {
+ source =
+ createSource(
+ topicName,
+ nativePulsarSchema(
+ Schema.KeyValue(
+ Schema.JSON(TestingUser.class),
+ Schema.JSON(TestingUser.class)),
+ TestingUser.class,
+ TestingUser.class));
+ } else {
+ source =
+ createSource(
+ topicName,
+ pulsarSchema(
+ Schema.KeyValue(
+ Schema.JSON(TestingUser.class),
+ Schema.JSON(TestingUser.class)),
+ TestingUser.class,
+ TestingUser.class));
+ }
+
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void keyValueAvroStructPulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "keyValueAvroStruct-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ KeyValue<TestingUser, TestingUser> expectedMessage =
+ new KeyValue<>(createRandomUser(), createRandomUser());
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.KeyValue(
+ Schema.AVRO(TestingUser.class), Schema.AVRO(TestingUser.class)),
+ expectedMessage);
+ PulsarSource<KeyValue<TestingUser, TestingUser>> source;
+ if (useNativePulsarSchema) {
+ source =
+ createSource(
+ topicName,
+ nativePulsarSchema(
+ Schema.KeyValue(
+ Schema.AVRO(TestingUser.class),
+ Schema.AVRO(TestingUser.class)),
+ TestingUser.class,
+ TestingUser.class));
+ } else {
+ source =
+ createSource(
+ topicName,
+ pulsarSchema(
+ Schema.KeyValue(
+ Schema.AVRO(TestingUser.class),
+ Schema.AVRO(TestingUser.class)),
+ TestingUser.class,
+ TestingUser.class));
+ }
+
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void keyValuePrimitivePulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "keyValuePrimitive-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ KeyValue<String, Integer> expectedMessage = new KeyValue<>(randomAlphabetic(5), 5);
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.KeyValue(Schema.STRING, Schema.INT32),
+ expectedMessage);
+ PulsarSource<KeyValue<String, Integer>> source;
+ if (useNativePulsarSchema) {
+ source =
+ createSource(
+ topicName,
+ nativePulsarSchema(
+ Schema.KeyValue(Schema.STRING, Schema.INT32),
+ String.class,
+ Integer.class));
+ } else {
+ source =
+ createSource(
+ topicName,
+ pulsarSchema(
+ Schema.KeyValue(Schema.STRING, Schema.INT32),
+ String.class,
+ Integer.class));
+ }
+
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void keyValuePrimitiveKeyStructValuePulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "primitiveKeyStructValue-"
+ + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ KeyValue<String, TestingUser> expectedMessage =
+ new KeyValue<>(randomAlphabetic(5), createRandomUser());
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.KeyValue(Schema.STRING, Schema.JSON(TestingUser.class)),
+ expectedMessage);
+ PulsarSource<KeyValue<String, TestingUser>> source;
+ if (useNativePulsarSchema) {
+ source =
+ createSource(
+ topicName,
+ nativePulsarSchema(
+ Schema.KeyValue(Schema.STRING, Schema.JSON(TestingUser.class)),
+ String.class,
+ TestingUser.class));
+ } else {
+ source =
+ createSource(
+ topicName,
+ pulsarSchema(
+ Schema.KeyValue(Schema.STRING, Schema.JSON(TestingUser.class)),
+ String.class,
+ TestingUser.class));
+ }
+
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @ParameterizedTest
+ @ValueSource(booleans = {true, false})
+ void keyValueStructKeyPrimitiveValuePulsarSchema(boolean useNativePulsarSchema) {
+ final String topicName =
+ "structKeyPrimitiveValue-"
+ + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ KeyValue<TestingUser, String> expectedMessage =
+ new KeyValue<>(createRandomUser(), randomAlphabetic(5));
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.KeyValue(Schema.JSON(TestingUser.class), Schema.STRING),
+ expectedMessage);
+ PulsarSource<KeyValue<TestingUser, String>> source;
+ if (useNativePulsarSchema) {
+ source =
+ createSource(
+ topicName,
+ nativePulsarSchema(
+ Schema.KeyValue(Schema.JSON(TestingUser.class), Schema.STRING),
+ TestingUser.class,
+ String.class));
+ } else {
+ source =
+ createSource(
+ topicName,
+ pulsarSchema(
+ Schema.KeyValue(Schema.JSON(TestingUser.class), Schema.STRING),
+ TestingUser.class,
+ String.class));
+ }
+
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ @Test
+ void simpleFlinkSchema() {
+ final String topicName =
+ "simpleFlinkSchema-" + ThreadLocalRandom.current().nextLong(0, Long.MAX_VALUE);
+ operator().createTopic(topicName, 1);
+ String expectedMessage = randomAlphabetic(5);
+ operator()
+ .sendMessage(
+ TopicNameUtils.topicNameWithPartition(topicName, 0),
+ Schema.STRING,
+ expectedMessage);
+ PulsarSource<String> source =
+ createSource(topicName, flinkSchema(new SimpleStringSchema()));
+ assertThatCode(() -> runPipeline(source, expectedMessage)).doesNotThrowAnyException();
+ }
+
+ private PulsarSource createSource(
+ String topicName, PulsarDeserializationSchema<?> deserializationSchema) {
+ return PulsarSource.builder()
+ .setDeserializationSchema(deserializationSchema)
+ .setServiceUrl(operator().serviceUrl())
+ .setAdminUrl(operator().adminUrl())
+ .setTopics(topicName)
+ .setSubscriptionType(Exclusive)
+ .setSubscriptionName(topicName + "-subscription")
+ .setBoundedStopCursor(StopCursor.latest())
+ .setConfig(PulsarSourceOptions.PULSAR_PARTITION_DISCOVERY_INTERVAL_MS, -1L)
+ .build();
+ }
+
+ private <T> void runPipeline(PulsarSource<T> source, T expected) throws Exception {
+ try (CloseableIterator<T> iterator =
+ StreamExecutionEnvironment.getExecutionEnvironment()
+ .setParallelism(1)
+ .fromSource(source, WatermarkStrategy.noWatermarks(), "testSource")
+ .executeAndCollect()) {
+ assertThat(iterator).hasNext();
+ assertThat(iterator.next()).isEqualTo(expected);
+ }
+ }
+
+ /** A test POJO class. */
Review comment:
Actually is this really a POJO ?
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] syhily commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
syhily commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r827822175
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarDeserializationSchema.java
##########
@@ -76,7 +76,10 @@ default void open(InitializationContext context) throws Exception {
* @param message The message decoded by pulsar.
* @param out The collector to put the resulting messages.
*/
- void deserialize(Message<byte[]> message, Collector<T> out) throws Exception;
+ void deserialize(Message<?> message, Collector<T> out) throws Exception;
Review comment:
This is a `PublicEvolving` interface, change the method should add another method and add a `Deprecated` annotation for old method.
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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[GitHub] [flink] imaffe commented on a change in pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
imaffe commented on a change in pull request #18406:
URL: https://github.com/apache/flink/pull/18406#discussion_r839759578
##########
File path: flink-connectors/flink-connector-pulsar/src/main/java/org/apache/flink/connector/pulsar/source/reader/deserializer/PulsarSchemaWrapper.java
##########
@@ -41,22 +43,45 @@
/** The serializable pulsar schema, it wrap the schema with type class. */
private final PulsarSchema<T> pulsarSchema;
+ private boolean isSchemaEvolutionEnabled;
+
public PulsarSchemaWrapper(PulsarSchema<T> pulsarSchema) {
this.pulsarSchema = pulsarSchema;
}
@Override
- public void deserialize(Message<byte[]> message, Collector<T> out) throws Exception {
- Schema<T> schema = this.pulsarSchema.getPulsarSchema();
- byte[] bytes = message.getData();
- T instance = schema.decode(bytes);
+ public void open(
+ DeserializationSchema.InitializationContext context, SourceConfiguration configuration)
+ throws Exception {
+ this.isSchemaEvolutionEnabled = configuration.isEnableSchemaEvolution();
+ }
- out.collect(instance);
+ @Override
+ public void deserialize(Message<?> message, Collector<T> out) throws Exception {
Review comment:
Would you mind suggest an alternative ? I remember we discussed earlier and this is the discussed design, maybe I misundertood ?
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[GitHub] [flink] flinkbot edited a comment on pull request #18406: [FLINK-25686][pulsar]: add schema evolution support for pulsar source connector
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on pull request #18406:
URL: https://github.com/apache/flink/pull/18406#issuecomment-1017085273
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