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Support Avro schema from Debezium source connector #5633

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raghavi92 opened this issue Nov 12, 2019 · 9 comments · Fixed by #6034
Closed

Support Avro schema from Debezium source connector #5633

raghavi92 opened this issue Nov 12, 2019 · 9 comments · Fixed by #6034
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doc Your PR contains doc changes, no matter whether the changes are in markdown or code files. type/bug The PR fixed a bug or issue reported a bug

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@raghavi92
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Describe the bug
Currently the Debezium postgres source produces KeyValueSchema to the topics. Support is required for Avro schema type.

To Reproduce
Steps to reproduce the behavior:

  1. The connector configuration I used for the debezium source connector is:

tenant: "public"
namespace: "default"
name: "debezium-postgres-source"
topicName: "debezium-postgres-topic"
archive: "connectors/pulsar-io-debezium-postgres-2.5.0-SNAPSHOT.nar"
schemaType: "avro"
parallelism: 1
configs:
database.hostname: "localhost"
database.port: "5432"
database.user: "hq_gosecure"
database.password: "postgres"
database.dbname: "hq_gosecure"
database.server.name: "dbserver1"
plugin.name: "wal2json"
pulsar.service.url: "pulsar://127.0.0.1:6650"

  1. Start the connector using the command :
    bin/pulsar-admin sources localrun --source-config-file conf/debezium-postgres-source-config.yaml
  2. See error

Expected behavior
The connector should start producing messages in avro schema. But I'm getting the following error:
19:15:12.353 [main] INFO org.apache.pulsar.functions.LocalRunner - RuntimeSpawner quit because of org.apache.avro.AvroRuntimeException: avro.shaded.com.google.common.util.concurrent.UncheckedExecutionException: org.apache.avro.AvroTypeException: Unknown type: K at org.apache.avro.specific.SpecificData.getSchema(SpecificData.java:227) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.pulsar.client.impl.schema.StructSchema.createAvroSchema(StructSchema.java:136) ~[pulsar-client-original-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.client.impl.schema.StructSchema.parseSchemaInfo(StructSchema.java:149) ~[pulsar-client-original-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.client.impl.schema.AvroSchema.of(AvroSchema.java:90) ~[pulsar-client-original-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.source.TopicSchema.newSchemaInstance(TopicSchema.java:144) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.source.TopicSchema.newSchemaInstance(TopicSchema.java:189) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.source.TopicSchema.newSchemaInstance(TopicSchema.java:209) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.source.TopicSchema.lambda$getSchema$0(TopicSchema.java:65) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at java.util.HashMap.computeIfAbsent(HashMap.java:1127) ~[?:1.8.0_201] at org.apache.pulsar.functions.source.TopicSchema.getSchema(TopicSchema.java:65) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.sink.PulsarSink.initializeSchema(PulsarSink.java:327) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.sink.PulsarSink.open(PulsarSink.java:255) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.instance.JavaInstanceRunnable.setupOutput(JavaInstanceRunnable.java:787) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.instance.JavaInstanceRunnable.setupJavaInstance(JavaInstanceRunnable.java:213) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at org.apache.pulsar.functions.instance.JavaInstanceRunnable.run(JavaInstanceRunnable.java:244) ~[pulsar-functions-instance-2.5.0-SNAPSHOT.jar:2.5.0-SNAPSHOT] at java.lang.Thread.run(Thread.java:748) ~[?:1.8.0_201] Caused by: avro.shaded.com.google.common.util.concurrent.UncheckedExecutionException: org.apache.avro.AvroTypeException: Unknown type: K at avro.shaded.com.google.common.cache.LocalCache$Segment.get(LocalCache.java:2234) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache.get(LocalCache.java:3965) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache.getOrLoad(LocalCache.java:3969) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache$LocalManualCache.get(LocalCache.java:4829) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.specific.SpecificData.getSchema(SpecificData.java:225) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] ... 15 more Caused by: org.apache.avro.AvroTypeException: Unknown type: K at org.apache.avro.specific.SpecificData.createSchema(SpecificData.java:292) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.reflect.ReflectData.createSchema(ReflectData.java:646) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.reflect.ReflectData.createFieldSchema(ReflectData.java:740) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.reflect.ReflectData$AllowNull.createFieldSchema(ReflectData.java:81) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.reflect.ReflectData.createSchema(ReflectData.java:604) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.specific.SpecificData$2.load(SpecificData.java:218) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.specific.SpecificData$2.load(SpecificData.java:215) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache$LoadingValueReference.loadFuture(LocalCache.java:3568) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache$Segment.loadSync(LocalCache.java:2350) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache$Segment.lockedGetOrLoad(LocalCache.java:2313) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache$Segment.get(LocalCache.java:2228) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache.get(LocalCache.java:3965) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache.getOrLoad(LocalCache.java:3969) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at avro.shaded.com.google.common.cache.LocalCache$LocalManualCache.get(LocalCache.java:4829) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] at org.apache.avro.specific.SpecificData.getSchema(SpecificData.java:225) ~[org.apache.avro-avro-1.8.2.jar:1.8.2] ... 15 more

Desktop (please complete the following information):

  • OS: Ubuntu 18.04
@raghavi92 raghavi92 added the type/bug The PR fixed a bug or issue reported a bug label Nov 12, 2019
@jiazhai
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jiazhai commented Nov 13, 2019

@raghavi92 In Debezium, we have to use KeyValueSchema, and inside the KeyValueSchema, key and value could be avro type.

@jiazhai
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jiazhai commented Nov 13, 2019

Please reference KeyValueSchema.java for more details.

@jiazhai
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jiazhai commented Nov 13, 2019

@tuteng Could we add some doc for how to config and use schema in debezium connector?

@jiazhai jiazhai added triage/week-45 doc Your PR contains doc changes, no matter whether the changes are in markdown or code files. labels Nov 13, 2019
@raghavi92
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@jiazhai yes I went through the KeyValueSchema code. As mentioned in the actual issue, I have provided the "schemaType" as Avro in my source config yaml file. But still, the avro type exception is thrown in this line :

pulsar/pulsar-client/src/main/java/org/apache/pulsar/client/impl/schema/KeyValueSchema.java

Line 62 in d3cb108

return new KeyValueSchema<>(AvroSchema.of(key), AvroSchema.of(value), KeyValueEncodingType.INLINE);

I guess its because of this issue in Avro library itself.

@jiazhai
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jiazhai commented Nov 13, 2019

@raghavi92 This need to config the key.converter and value.converter for the debezium connector. The default converter is Jason converter org.apache.kafka.connect.json.JsonConverter.

@raghavi92
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raghavi92 commented Nov 14, 2019 •
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@jiazhai , I tried that also. Looks like we are yet to support Avro converter ?? The avro converter that io.confluent uses their own schema registry. It cannot be used with Pulsar.

@jiazhai
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jiazhai commented Nov 14, 2019

@raghavi92 , Seems need to include related jar into the pom.xml file of pulsar-debezium to support it.

@jiazhai
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jiazhai commented Nov 14, 2019

@tuteng to have a try and help provide a doc of how to do it.

@jiazhai
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jiazhai commented Nov 25, 2019

This involves convert Avro schema that stores in Kafka registry into Pulsar readable data. We will provide a fix for this issue.

@sijie sijie mentioned this issue Dec 27, 2019
Closed
@tuteng tuteng mentioned this issue Jan 12, 2020
Merged
codelipenghui pushed a commit that referenced this issue Apr 30, 2020
@tuteng
[Pulsar IO][Issue 5633]Support avro schema for debezium connector (#6034
e08be96 
)

Fixes #5633 


### Motivation

Currently, some users want to support Avro schema in debezium, so this pr supports this feature.
For Kafka's Avro schema, it depends on the Avro 1.8 version, but Avro version has just been upgraded to 1.9 in pulsar, so shade is needed to avoid finding `addProp` function

### Modifications

* Add a package `kafka-connect-avro-converter-shaded`
* Add class KafkaSchema to converter Kafka's Avro schema to pulsar's schema

### Verifying this change 

Unit test and integration tests
Huanli-Meng pushed a commit to Huanli-Meng/pulsar that referenced this issue May 27, 2020
@tuteng @Huanli-Meng
[Pulsar IO][Issue 5633]Support avro schema for debezium connector (ap…
8bfe679 
…ache#6034)

Fixes apache#5633 


### Motivation

Currently, some users want to support Avro schema in debezium, so this pr supports this feature.
For Kafka's Avro schema, it depends on the Avro 1.8 version, but Avro version has just been upgraded to 1.9 in pulsar, so shade is needed to avoid finding `addProp` function

### Modifications

* Add a package `kafka-connect-avro-converter-shaded`
* Add class KafkaSchema to converter Kafka's Avro schema to pulsar's schema

### Verifying this change 

Unit test and integration tests
huangdx0726 pushed a commit to huangdx0726/pulsar that referenced this issue Aug 24, 2020
@tuteng @huangdx0726
[Pulsar IO][Issue 5633]Support avro schema for debezium connector (ap…
788a47b 
…ache#6034)

Fixes apache#5633 


### Motivation

Currently, some users want to support Avro schema in debezium, so this pr supports this feature.
For Kafka's Avro schema, it depends on the Avro 1.8 version, but Avro version has just been upgraded to 1.9 in pulsar, so shade is needed to avoid finding `addProp` function

### Modifications

* Add a package `kafka-connect-avro-converter-shaded`
* Add class KafkaSchema to converter Kafka's Avro schema to pulsar's schema

### Verifying this change 

Unit test and integration tests
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[Pulsar IO][Issue 5633]Support avro schema for debezium connector AmateurEvents/pulsar
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@jiazhai @raghavi92