Created
October 4, 2019 03:39
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alpakka-kafka Producer
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import java.nio.file.Paths | |
import InsuranceJsonProtocol._ | |
import akka.actor.ActorSystem | |
import akka.kafka.ProducerSettings | |
import akka.kafka.scaladsl.Producer | |
import akka.stream.scaladsl._ | |
import akka.stream.{ActorMaterializer, Materializer} | |
import akka.util.ByteString | |
import org.apache.kafka.clients.producer.ProducerRecord | |
import org.apache.kafka.common.serialization.StringSerializer | |
import spray.json._ | |
object Main { | |
def main(args: Array[String]): Unit = { | |
println("Hi, This software will read CSV file and send messages to Kafka broker.") | |
// CSV sample file path | |
println("Opening CSV file ...") | |
val file = Paths.get("../data/FL-insurance-sample.csv") | |
// Initialize actor system | |
println("Creating Akka actor system and materializer ...") | |
implicit val system: ActorSystem = ActorSystem("insuranceProducerSystem") | |
implicit val materializer: Materializer = ActorMaterializer() | |
// Kafka options | |
val bootstrapServers = "localhost:9094" | |
val topic = "insurance-fl" | |
println("Initializing Kafka producer ...") | |
// Kafka producer configurations | |
val config = system.settings.config.getConfig("akka.kafka.producer") | |
val producerSettings = | |
ProducerSettings(config, new StringSerializer, new StringSerializer) | |
.withBootstrapServers(bootstrapServers) | |
println("Sending data to Kafka broker ...") | |
val done = | |
// Read from CSV file as our source | |
FileIO.fromPath(file) | |
// Separate each line by standard line terminator to be processed individually by flow | |
.via(Framing.delimiter(ByteString("\n"), 256, allowTruncation = true)) | |
.drop(1) // First line is CSV headers, so we drop it | |
.map { line => | |
// Convert line to JSON string and send it to Kafka broker | |
val cols = line.utf8String.split(",").map(_.trim) | |
val insuranceItem = InsuranceItem(cols(0).toInt, cols(2), cols(3).toDouble, cols(15), Point(cols(13).toDouble, cols(14).toDouble)) | |
println("Sending item to kafka broker: " + insuranceItem) | |
new ProducerRecord[String, String](topic, insuranceItem.policyID.toString, insuranceItem.toJson.compactPrint) | |
} | |
// Enable error logging in console | |
.log("error logging") | |
// Send stream to Kafka producer sink | |
.runWith(Producer.plainSink(producerSettings)) | |
} | |
} |
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