You need to add the Azure Event Hubs SDK and the Azure Identity SDK for Scala.
Then use the EventHubsConf
class to configure the connection to your Event Hub using MSI.
Use the spark.writeStream
method to write data to the Event Hub.
// Import necessary libraries
import com.microsoft.azure.eventhubs._
import com.azure.identity._
import org.apache.spark.eventhubs._
import org.apache.spark.sql.functions._
import org.apache.spark.sql.types._
// Define Event Hub connection parameters
val eventHubsNamespace = "<Your Event Hubs Namespace>"
val eventHubName = "<Your Event Hub Name>"
// Define the Managed Identity client
val managedIdentityClientId = "<Your Managed Identity Client ID>" // Optional, if you want to specify a specific managed identity
// Create a token credential using Managed Identity
val credential = new DefaultAzureCredentialBuilder().build()
// Build the EventHubsConf using Managed Identity
val connectionString = new ConnectionStringBuilder(s"Endpoint=sb://${eventHubsNamespace}.servicebus.windows.net/;EntityPath=${eventHubName}")
val eventHubsConf = EventHubsConf(connectionString.toString)
.setTokenProvider(
EventHubsUtils.buildTokenProvider(
connectionString.getEndpoint.toString,
connectionString.getEntityPath,
credential
)
)
// Sample data to write to Event Hubs
val data = Seq(("Hello, Event Hubs!"))
val df = data.toDF("message")
// Write the data to Event Hubs
val query = df
.selectExpr("CAST(message AS STRING) AS body")
.writeStream
.format("eventhubs")
.options(eventHubsConf.toMap)
.option("checkpointLocation", "/mnt/checkpoints")
.start()
query.awaitTermination()