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  1. Stop all KPI Management workflows that will use the service model.

  2. Kill Spark applications and associated drivers that will use the service model. For further information about the Spark UI, see 5.7.3 Killing a Spark Application.

  3. Remove the checkpoint directory. The default path is MZ_HOME/spark-checkpoint-dir.

  4. Submit the Spark application. For further information, see 5.7.2 Submitting a Spark Application.

  5. Start the KPI Management workflows that will use the service model.

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