YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtim e Environ ment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distribu ted SQL Engine Optional 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtim e Environ ment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distribu ted SQL Engine Optional 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

ACLs, e.g. Queue Access Control Lists, from cluster managers, e.g. Apache Hadoop YARN, Kubernetes (K8s) to create the Spark application; 2) a user account can only access data and metadata from a storage launch different applications against different cluster managers. 7 Kyuubi, Release 1.6.1-incubating 8 Chapter 3. Run Anywhere CHAPTER FOUR HIGH PERFORMANCE Kyuubi is built on the Apache Spark, a lightning-fast 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's␣ ˓→query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE -> PENDING_STATE,␣ ˓→statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

ACLs, e.g. Queue Access Control Lists, from cluster managers, e.g. Apache Hadoop YARN, Kubernetes (K8s) to create the Spark application; 2) a user account can only access data and metadata from a storage launch different applications against different cluster managers. 7 Kyuubi, Release 1.6.0-incubating 8 Chapter 3. Run Anywhere CHAPTER FOUR HIGH PERFORMANCE Kyuubi is built on the Apache Spark, a lightning-fast 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's␣ ˓→query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE -> PENDING_STATE,␣ ˓→statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtime Environment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distributed SQL Engine Required 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtime Environment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distributed SQL Engine Required 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

YARN [https://hadoop.apache.org/docs/current/hadoop- yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtime Environment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distributed SQL Engine Optional 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

YARN [https://hadoop.apache.org/docs/current/hadoop- yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtime Environment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distributed SQL Engine Optional 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

YARN [https://hadoop.apache.org/docs/current/hadoop- yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and Components Role Optional Version Remarks Java Java Runtime Environment Required Java 8/11 Kyuubi is pre-built with Java 8 Spark Distributed SQL Engine Optional 3.0.0 and above By default Kyuubi binary 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE - > PENDING_STATE, statement: select timestamp '2018-11-17' 2021-10-28 13:56:27

ACLs, e.g. Queue Access Control Lists, from cluster managers, e.g. Apache Hadoop YARN, Kubernetes (K8s) to create the Spark application; 2) a user account can only access data and metadata from a storage launch different applications against different cluster managers. 7 Kyuubi, Release 1.4.1-incubating 8 Chapter 3. Run Anywhere CHAPTER FOUR HIGH PERFORMANCE Kyuubi is built on the Apache Spark, a lightning-fast 13:56:27.540 INFO operation.ExecuteStatement: Processing kent's ˓→query[a46ca504-fe3a-4dfb-be1e-19770af8ac4c]: INITIALIZED_STATE -> PENDING_STATE, ˓→statement: select timestamp '2018-11-17' 2021-10-28 13:56:27