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Smile serde implementation
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# kafka-smile-serde | ||
Smile serde plugin for kafka-ui | ||
# Smile serde plugin for kafka-ui | ||
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This is sample pluggable serde implementation for [kafka-ui](https://github.com/provectus/kafka-ui/). | ||
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This serde uses [Jackson library](https://github.com/FasterXML/jackson-dataformats-binary) as a [Smile](https://github.com/FasterXML/smile-format-specification) format parser/generator implementation. | ||
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Jackson supports optimisations for Smile [encoding](https://github.com/FasterXML/jackson-dataformats-binary/blob/2.14/smile/src/main/java/com/fasterxml/jackson/dataformat/smile/SmileGenerator.java#L27) and [decoding](https://github.com/FasterXML/jackson-dataformats-binary/blob/2.14/smile/src/main/java/com/fasterxml/jackson/dataformat/smile/SmileParser.java#L20) that you can enable via serde configuration. | ||
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For sample serde usage and configuration please see docker-compose file [here](docker-compose/setup-example.yaml). |
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--- | ||
version: '2' | ||
services: | ||
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kafka-ui: | ||
container_name: kafka-ui | ||
image: provectuslabs/kafka-ui:latest | ||
ports: | ||
- 8080:8080 | ||
depends_on: | ||
- zookeeper0 | ||
- kafka0 | ||
environment: | ||
kafka.clusters.0.name: MyFavoriteCluster | ||
kafka.clusters.0.bootstrapServers: kafka0:29092 | ||
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kafka.clusters.0.serde.0.name: Smile (Default) | ||
kafka.clusters.0.serde.0.filePath: /smile-serde/kafka-ui-smile-serde-0.0.1-SNAPSHOT-jar-with-dependencies.jar | ||
kafka.clusters.0.serde.0.className: com.provectus.kafka.ui.serdes.smile.SmileSerde | ||
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kafka.clusters.0.serde.1.name: Smile (Without header) | ||
kafka.clusters.0.serde.1.filePath: /smile-serde/kafka-ui-smile-serde-0.0.1-SNAPSHOT-jar-with-dependencies.jar | ||
kafka.clusters.0.serde.1.className: com.provectus.kafka.ui.serdes.smile.SmileSerde | ||
# you can enable/disable parsers's and generator's features: | ||
kafka.clusters.0.serde.1.properties.generator.WRITE_HEADER: "false" | ||
kafka.clusters.0.serde.1.properties.parser.REQUIRE_HEADER: "false" | ||
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# you can also use upper-cased variables like that: | ||
# KAFKA_CLUSTERS_0_SERDE_1_NAME: Smile | ||
# KAFKA_CLUSTERS_0_SERDE_1_FILE_PATH: /smile-serde | ||
# KAFKA_CLUSTERS_0_SERDE_1_CLASS_NAME: com.provectus.kafka.ui.serdes.smile.SmileSerde | ||
# KAFKA_CLUSTERS_0_SERDE_1_PROPERTIES_PARSER_REQUIRE_HEADER: "false" | ||
# KAFKA_CLUSTERS_0_SERDE_1_PROPERTIES_GENERATOR_WRITE_HEADER: "false" | ||
volumes: | ||
- ./../target:/smile-serde | ||
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zookeeper0: | ||
image: confluentinc/cp-zookeeper:5.2.4 | ||
environment: | ||
ZOOKEEPER_CLIENT_PORT: 2181 | ||
ZOOKEEPER_TICK_TIME: 2000 | ||
ports: | ||
- 2181:2181 | ||
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kafka0: | ||
image: confluentinc/cp-kafka:5.3.1 | ||
depends_on: | ||
- zookeeper0 | ||
ports: | ||
- 9092:9092 | ||
- 9997:9997 | ||
environment: | ||
KAFKA_BROKER_ID: 1 | ||
KAFKA_ZOOKEEPER_CONNECT: zookeeper0:2181 | ||
KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka0:29092,PLAINTEXT_HOST://localhost:9092 | ||
KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT | ||
KAFKA_INTER_BROKER_LISTENER_NAME: PLAINTEXT | ||
KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1 |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
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<groupId>com.provectus</groupId> | ||
<version>0.0.1-SNAPSHOT</version> | ||
<modelVersion>4.0.0</modelVersion> | ||
<artifactId>kafka-ui-smile-serde</artifactId> | ||
<packaging>jar</packaging> | ||
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<properties> | ||
<maven.compiler.source>11</maven.compiler.source> | ||
<maven.compiler.target>11</maven.compiler.target> | ||
<junit.version>5.8.2</junit.version> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>com.provectus</groupId> | ||
<artifactId>kafka-ui-serde-api</artifactId> | ||
<version>0.0.1-SNAPSHOT</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.fasterxml.jackson.dataformat</groupId> | ||
<artifactId>jackson-dataformat-smile</artifactId> | ||
<version>2.13.4</version> | ||
</dependency> | ||
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<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter-engine</artifactId> | ||
<version>${junit.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter-params</artifactId> | ||
<version>${junit.version}</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.mockito</groupId> | ||
<artifactId>mockito-core</artifactId> | ||
<version>4.8.0</version> | ||
<scope>test</scope> | ||
</dependency> | ||
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</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-assembly-plugin</artifactId> | ||
<version>3.1.1</version> | ||
<configuration> | ||
<descriptorRefs> | ||
<descriptorRef>jar-with-dependencies</descriptorRef> | ||
</descriptorRefs> | ||
</configuration> | ||
<executions> | ||
<execution> | ||
<id>make-assembly</id> | ||
<phase>package</phase> | ||
<goals> | ||
<goal>single</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
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</plugin> | ||
</plugins> | ||
</build> | ||
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</project> |
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src/main/java/com/provectus/kafka/ui/serdes/smile/SmileSerde.java
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package com.provectus.kafka.ui.serdes.smile; | ||
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import com.fasterxml.jackson.core.JsonProcessingException; | ||
import com.fasterxml.jackson.databind.JsonNode; | ||
import com.fasterxml.jackson.databind.json.JsonMapper; | ||
import com.fasterxml.jackson.dataformat.smile.SmileFactory; | ||
import com.fasterxml.jackson.dataformat.smile.SmileGenerator; | ||
import com.fasterxml.jackson.dataformat.smile.SmileParser; | ||
import com.fasterxml.jackson.dataformat.smile.databind.SmileMapper; | ||
import com.provectus.kafka.ui.serde.api.DeserializeResult; | ||
import com.provectus.kafka.ui.serde.api.PropertyResolver; | ||
import com.provectus.kafka.ui.serde.api.RecordHeaders; | ||
import com.provectus.kafka.ui.serde.api.SchemaDescription; | ||
import com.provectus.kafka.ui.serde.api.Serde; | ||
import java.io.IOException; | ||
import java.util.Collections; | ||
import java.util.Optional; | ||
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public class SmileSerde implements Serde { | ||
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private static final JsonMapper JSON_MAPPER = new JsonMapper(); | ||
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private SmileMapper smileMapper; | ||
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@Override | ||
public void configure(PropertyResolver serdeProperties, | ||
PropertyResolver clusterProperties, | ||
PropertyResolver appProperties) { | ||
SmileFactory factory = new SmileFactory(); | ||
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serdeProperties.getMapProperty("generator", SmileGenerator.Feature.class, Boolean.class) | ||
.ifPresent(featureState -> featureState.forEach(factory::configure)); | ||
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serdeProperties.getMapProperty("parser", SmileParser.Feature.class, Boolean.class) | ||
.ifPresent(featureState -> featureState.forEach(factory::configure)); | ||
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this.smileMapper = new SmileMapper(factory); | ||
} | ||
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@Override | ||
public Optional<String> getDescription() { | ||
return Optional.empty(); | ||
} | ||
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@Override | ||
public Optional<SchemaDescription> getSchema(String topic, Target target) { | ||
return Optional.empty(); | ||
} | ||
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@Override | ||
public boolean canDeserialize(String topic, Target target) { | ||
return true; | ||
} | ||
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@Override | ||
public boolean canSerialize(String topic, Target target) { | ||
return true; | ||
} | ||
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@Override | ||
public Serializer serializer(String topic, Target target) { | ||
return new Serializer() { | ||
@Override | ||
public byte[] serialize(String inputString) { | ||
try { | ||
JsonNode jsonNode = JSON_MAPPER.readTree(inputString); | ||
return smileMapper.writeValueAsBytes(jsonNode); | ||
} catch (JsonProcessingException e) { | ||
throw new RuntimeException("Serialization error", e); | ||
} | ||
} | ||
}; | ||
} | ||
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@Override | ||
public Deserializer deserializer(String topic, Target target) { | ||
return new Deserializer() { | ||
@Override | ||
public DeserializeResult deserialize(RecordHeaders recordHeaders, byte[] bytes) { | ||
try { | ||
return new DeserializeResult( | ||
smileMapper.readTree(bytes).toString(), | ||
DeserializeResult.Type.JSON, | ||
Collections.emptyMap()); | ||
} catch (IOException e) { | ||
throw new RuntimeException("Deserialization error", e); | ||
} | ||
} | ||
}; | ||
} | ||
} |
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118
src/test/java/com/provectus/kafka/ui/serdes/smile/SmileSerdeTest.java
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package com.provectus.kafka.ui.serdes.smile; | ||
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import static org.junit.jupiter.api.Assertions.assertEquals; | ||
import static org.junit.jupiter.api.Assertions.assertFalse; | ||
import static org.junit.jupiter.api.Assertions.assertTrue; | ||
import static org.mockito.Mockito.*; | ||
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import com.fasterxml.jackson.core.JsonProcessingException; | ||
import com.fasterxml.jackson.databind.json.JsonMapper; | ||
import com.fasterxml.jackson.dataformat.smile.SmileGenerator; | ||
import com.fasterxml.jackson.dataformat.smile.SmileParser; | ||
import com.provectus.kafka.ui.serde.api.DeserializeResult; | ||
import com.provectus.kafka.ui.serde.api.PropertyResolver; | ||
import com.provectus.kafka.ui.serde.api.Serde; | ||
import java.util.Map; | ||
import java.util.Optional; | ||
import org.junit.jupiter.api.BeforeEach; | ||
import org.junit.jupiter.api.Test; | ||
import org.junit.jupiter.params.ParameterizedTest; | ||
import org.junit.jupiter.params.provider.EnumSource; | ||
import org.junit.jupiter.params.provider.ValueSource; | ||
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class SmileSerdeTest { | ||
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private final PropertyResolver resolverMock = mock(PropertyResolver.class); | ||
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private SmileSerde smileSerde; | ||
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@BeforeEach | ||
void initSerde() { | ||
smileSerde = new SmileSerde(); | ||
smileSerde.configure(resolverMock, null, null); | ||
} | ||
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@ParameterizedTest | ||
@EnumSource | ||
void canBeAppliedToAnyTopic(Serde.Target target) { | ||
assertTrue(smileSerde.canDeserialize("test", target)); | ||
assertTrue(smileSerde.canSerialize("test", target)); | ||
} | ||
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@ParameterizedTest | ||
@EnumSource | ||
void doesNoProvideSchemaDescription(Serde.Target target) { | ||
assertTrue(smileSerde.getSchema("test", target).isEmpty()); | ||
} | ||
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@ParameterizedTest | ||
@ValueSource(strings = { | ||
"{ \"name\": \"Clark Kent\", \"age\": 35 }", | ||
"123", | ||
"123.123", | ||
"\"string json\"", | ||
"null" | ||
}) | ||
void serializeAndDeserializeWorksInPair(String jsonString) { | ||
var serializer = smileSerde.serializer("test", Serde.Target.VALUE); | ||
byte[] serializedBytes = serializer.serialize(jsonString); | ||
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var deserializer = smileSerde.deserializer("test", Serde.Target.VALUE); | ||
var deserializeResult = deserializer.deserialize(null, serializedBytes); | ||
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assertEquals(DeserializeResult.Type.JSON, deserializeResult.getType()); | ||
assertTrue(deserializeResult.getAdditionalProperties().isEmpty()); | ||
assertJsonEquals(jsonString, deserializeResult.getResult()); | ||
} | ||
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@ParameterizedTest | ||
@ValueSource(strings = { | ||
"{ \"name\": \"Clark Kent\", \"age\": 35 }", | ||
"123", | ||
"123.123", | ||
"\"string json\"", | ||
"null" | ||
}) | ||
void byDefaultPayloadStartsWithSmilePrefix(String json) { | ||
var serializer = smileSerde.serializer("test", Serde.Target.VALUE); | ||
byte[] serializedBytes = serializer.serialize(json); | ||
assertTrue(new String(serializedBytes).startsWith(":)")); | ||
} | ||
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@Test | ||
void generatorAndParserFeaturesCanBeTunedViaConfig() { | ||
// do not write smile header | ||
when(resolverMock.getMapProperty("generator", SmileGenerator.Feature.class, Boolean.class)) | ||
.thenReturn(Optional.of(Map.of(SmileGenerator.Feature.WRITE_HEADER, false))); | ||
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// do not require smile header while parsing | ||
when(resolverMock.getMapProperty("parser", SmileParser.Feature.class, Boolean.class)) | ||
.thenReturn(Optional.of(Map.of(SmileParser.Feature.REQUIRE_HEADER, false))); | ||
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smileSerde.configure(resolverMock, null, null); | ||
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String json = "{ \"name\": \"Clark Kent\", \"age\": 35 }"; | ||
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var serializer = smileSerde.serializer("test", Serde.Target.VALUE); | ||
byte[] serializedBytes = serializer.serialize(json); | ||
// checking that smile header wasn't added | ||
assertFalse(new String(serializedBytes).startsWith(":)")); | ||
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var deserializer = smileSerde.deserializer("test", Serde.Target.VALUE); | ||
var deserializeResult = deserializer.deserialize(null, serializedBytes); | ||
assertJsonEquals(json, deserializeResult.getResult()); | ||
} | ||
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private void assertJsonEquals(String expected, String actual) { | ||
var mapper = new JsonMapper(); | ||
try { | ||
assertEquals(mapper.readTree(expected), mapper.readTree(actual)); | ||
} catch (JsonProcessingException e) { | ||
throw new RuntimeException(e); | ||
} | ||
} | ||
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} |