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apache-sparkcassandraapache-spark-sqldatastaxscylla

Spark Cassandra connection through java client


I want to connect to my scylla db/cassandra through spark job & execute lookup query using java client. I tried following

val spark = SparkSession.builder.appName("ScyllaSparkClient")
  .master("local[1]")
  .getOrCreate()


import spark.implicits._
val m = Map( "John" -> 2 )
val df = m.toSeq.toDF("first", "id")
df.show

val vdf = df.mapPartitions(p => {
  val cluster = Cluster.builder.addContactPoints("127.0.0.1").build
  val session = cluster.connect("MyKeySpace")

    val res = p.map(record => {
      val results = session.execute(s"SELECT * FROM MyKeySpace.MyColumns where id='${record.get(1)}' and first='${record.get(0)}'")
      val row = results.one()
      var scyllaRow: Person = null
      if (row != null) {
        scyllaRow = Person(row.getString("id").toInt, row.getString("first"), row.getString("last"))
      }

      scyllaRow
    })

  session.close()
  cluster.close()
  res
})
vdf.show()

But come across host not available exception (though there are not connection issues, it works fine with java client)

Caused by: com.datastax.driver.core.exceptions.NoHostAvailableException: All host(s) tried for query failed (no host was tried)
at com.datastax.driver.core.RequestHandler.reportNoMoreHosts(RequestHandler.java:210)
at com.datastax.driver.core.RequestHandler.access$1000(RequestHandler.java:46)
at com.datastax.driver.core.RequestHandler$SpeculativeExecution.findNextHostAndQuery(RequestHandler.java:274)
at com.datastax.driver.core.RequestHandler.startNewExecution(RequestHandler.java:114)
at com.datastax.driver.core.RequestHandler.sendRequest(RequestHandler.java:94)
at com.datastax.driver.core.SessionManager.executeAsync(SessionManager.java:132)
... 27 more

Any help is appreciated.


Solution

  • Use 'CassandraConnector' from com.datastax.spark.connector.cql.CassandraConnector It will take care of session management for each partitions.

    def main(args: Array[String]): Unit = {
    
    val spark = SparkSession.builder.appName("ScyllaSparkClient")
      .config("spark.cassandra.connection.host", "localhost")
      .master("local[1]")
      .getOrCreate()
    
    
    import spark.implicits._
    val m = Map( "John" -> 2 )
    val df = m.toSeq.toDF("first", "id")
    df.show
    
    val connector = CassandraConnector(spark.sparkContext.getConf)
    
    val vdf = df.mapPartitions(p => {
      connector.withSessionDo { session =>
        val res = p.map(record => {
          val results = session.execute(s"SELECT * FROM MyKeySpace.MyColumns where id='${record.get(1)}' and first='${record.get(0)}'")
          val row = results.one()
          var scyllaRow: Person = null
          if (row != null) {
            scyllaRow = Person(row.getString("id").toInt, row.getString("first"), row.getString("last"))
          }
          scyllaRow
        })
        res
      }
    })
    vdf.show()
    

    }

    It will work!