Created
January 25, 2020 23:11
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AugmentedMessageDeserializer
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class AugmentedMessageDeserializer extends MessageKafkaDeserializer[GenericRecord] with LazyLogging { | |
override def deserialize(record: ConsumerRecord[Array[Byte], Array[Byte]]): GenericRecord = { | |
val genericRecord: Try[GenericRecord] = retrieveGenericRecord(record) | |
genericRecord match { | |
case Success(value) => value | |
case Failure(exception) => | |
val key = new String(record.key(), UTF_8) | |
val value = new String(record.value(), UTF_8) | |
logger.error( | |
s"operation='deserialize', message='Error in kafka record', key=$key, value=$value", | |
exception | |
) | |
null | |
} | |
} | |
override def getProducedType: TypeInformation[GenericRecord] = TypeExtractor.getForClass(classOf[GenericRecord]) | |
private def retrieveGenericRecord(record: ConsumerRecord[Array[Byte], Array[Byte]]): Try[GenericRecord] = Try { | |
val rawContent = new String(record.value(), UTF_8) | |
val rawJson: Json = parse(rawContent).getOrElse(throw new IllegalArgumentException(s"Invalid json on $rawContent")) | |
val timestamp = rawJson.hcursor | |
.downField("event") | |
.get[String](TIMESTAMP.name) | |
.toOption | |
.getOrElse(INVALID.name) | |
timestamp match { | |
case INVALID.name => throw new NoSuchElementException(s"Not found timestamp on $rawContent") | |
case _ => | |
val genericRecord = new GenericData.Record(GenericRecordSchema.schema) | |
genericRecord.put(KEY.name, new String(record.key(), UTF_8)) | |
genericRecord.put(MESSAGE.name, record.value()) | |
genericRecord.put(HEADERS.name, createJsonStringOfHeaders(record.headers())) | |
genericRecord.put(TIMESTAMP.name, timestamp) | |
genericRecord | |
} | |
} | |
private def createJsonStringOfHeaders(headers: Headers): String = | |
headers.toArray | |
.map( | |
header => header.key() -> header.value() | |
) | |
.toMap | |
.asJson | |
.toString | |
} |
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