sourceforge.net/], etc, to operate with Kyuubi server concurrently. The SPA policy makes sure 1) a user account can only get computing resource with managed ACLs, e.g. Queue Access Control Lists [https://hadoop -site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata from a storage system, e.g. Apache Hadoop HDFS [https://hadoop 7 by Apache Hive 0: jdbc:hive2://localhost:10009/> In this case, the session will create for the user named ‘anonymous’. Kyuubi will create a Spark SQL engine application using kyuubi-spark-sql- engine-

sourceforge.net/], etc, to operate with Kyuubi server concurrently. The SPA policy makes sure 1) a user account can only get computing resource with managed ACLs, e.g. Queue Access Control Lists [https://hadoop -site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata from a storage system, e.g. Apache Hadoop HDFS [https://hadoop 7 by Apache Hive 0: jdbc:hive2://localhost:10009/> In this case, the session will create for the user named ‘anonymous’. Kyuubi will create a Spark SQL engine application using kyuubi-spark-sql- engine-

sourceforge.net/], etc, to operate with Kyuubi server concurrently. The SPA policy makes sure 1) a user account can only get computing resource with managed ACLs, e.g. Queue Access Control Lists [https://hadoop -site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata from a storage system, e.g. Apache Hadoop HDFS [https://hadoop 7 by Apache Hive 0: jdbc:hive2://localhost:10009/> In this case, the session will create for the user named ‘anonymous’. Kyuubi will create a Spark SQL engine application using kyuubi-spark-sql- engine_2

sourceforge.net/], etc, to operate with Kyuubi server concurrently. The SPA policy makes sure 1) a user account can only get computing resource with managed ACLs, e.g. Queue Access Control Lists [https://hadoop -site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata from a storage system, e.g. Apache Hadoop HDFS [https://hadoop 7 by Apache Hive 0: jdbc:hive2://localhost:10009/> In this case, the session will create for the user named ‘anonymous’. Kyuubi will create a Spark SQL engine application using kyuubi-spark-sql- engine_2

end users to gain insight from the data universe and optimize data pipelines. It enables: The same user experience as an RDBMS using familiar SQL for various workloads. Extensive and secure data access Kubernetes Tools Spark Block Cleaner Managing kyuubi servers and engines Tool Kyuubi Administer Tool User Guide Clients & APIs JDBC Drivers Command Line Interface(CLI)s Business Intelligence Tools and SQL you’ve got in the step of server startup for the following JDBC URL. The case below open a session for user named apache. $ bin/beeline -u 'jdbc:hive2://localhost:10009/' -n apache Execute Statements After

end users to gain insight from the data universe and optimize data pipelines. It enables: The same user experience as an RDBMS using familiar SQL for various workloads. Extensive and secure data access Kubernetes Tools Spark Block Cleaner Managing kyuubi servers and engines Tool Kyuubi Administer Tool User Guide Clients & APIs JDBC Drivers Command Line Interface(CLI)s Business Intelligence Tools and SQL you’ve got in the step of server startup for the following JDBC URL. The case below open a session for user named apache. $ bin/beeline -u 'jdbc:hive2://localhost:10009/' -n apache Execute Statements After

end users to gain insight from the data universe and optimize data pipelines. It enables: The same user experience as an RDBMS using familiar SQL for various workloads. Extensive and secure data access Kubernetes Tools Spark Block Cleaner Managing kyuubi servers and engines Tool Kyuubi Administer Tool User Guide Clients & APIs JDBC Drivers Command Line Interface(CLI)s Business Intelligence Tools and SQL you’ve got in the step of server startup for the following JDBC URL. The case below open a session for user named apache. $ bin/beeline -u 'jdbc:hive2://localhost:10009/' -n apache Execute Statements After

end users to gain insight from the data universe and optimize data pipelines. It enables: The same user experience as an RDBMS using familiar SQL for various workloads. Extensive and secure data access Trouble Shooting Tools Kubernetes Tools Spark Block Cleaner Administrator CLI Kyuubi Administer Tool User Guide Clients & APIs JDBC Drivers Command Line Interface(CLI)s Business Intelligence Tools and SQL you’ve got in the step of server startup for the following JDBC URL. The case below open a session for user named apache. $ bin/beeline -u 'jdbc:hive2://localhost:10009/' -n apache Execute Statements After

end users to gain insight from the data universe and optimize data pipelines. It enables: The same user experience as an RDBMS using familiar SQL for various workloads. Extensive and secure data access Configurations Spark Configurations Flink Configurations Trino Configurations Logging Other Configurations User Defaults Deploying Kyuubi Basics Engines Security Authentication Authorization Kinit Auxiliary Trouble Shooting Tools Kubernetes Tools Spark Block Cleaner Administrator CLI Kyuubi Administer Tool User Guide Clients & APIs JDBC Drivers Command Line Interface(CLI)s Business Intelligence Tools and SQL

end users to gain insight from the data universe and optimize data pipelines. It enables: The same user experience as an RDBMS using familiar SQL for various workloads. Extensive and secure data access Configurations Spark Configurations Flink Configurations Trino Configurations Logging Other Configurations User Defaults Deploying Kyuubi Basics Engines Security Authentication Authorization Kinit Auxiliary Trouble Shooting Tools Kubernetes Tools Spark Block Cleaner Administrator CLI Kyuubi Administer Tool User Guide Clients & APIs JDBC Drivers Command Line Interface(CLI)s Business Intelligence Tools and SQL