managed 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 Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications you can run Spark/Flink SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource/Flink

managed 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 Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications you can run Spark/Flink SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource/Flink

managed 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 Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications you can run Spark/Flink SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource/Flink

[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 metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

[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 metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

[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 metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

distributed tasks at runtime. They can process data on single-node machines or clusters, such as YARN and Kubernetes. Besides, the Kyuubi server also supports running on bare metal or in a docker. 5 Kyuubi, Release Getting Started With Kyuubi on Kubernetes Running Kyuubi with Helm Helm is the package manager for Kubernetes, it can be used to find, share, and use software built for Kubernetes. Install Helm Please go --create-namespace It will print release info with notes, including the ways to get Kyuubi accessed within Kubernetes cluster and exposed externally depending on the configuration provided. NAME: kyuubi LAST DEPLOYED:

managed 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 Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications run Spark/Flink/Trino SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource/Flink

distributed tasks at runtime. They can process data on single-node machines or clusters, such as YARN and Kubernetes. Besides, the Kyuubi server also supports running on bare metal or in a docker. 5 Kyuubi, Release Getting Started With Kyuubi on Kubernetes Running Kyuubi with Helm Helm is the package manager for Kubernetes, it can be used to find, share, and use software built for Kubernetes. Install Helm Please go --create-namespace It will print release info with notes, including the ways to get Kyuubi accessed within Kubernetes cluster and exposed externally depending on the configuration provided. NAME: kyuubi LAST DEPLOYED:

managed 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 Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications run Spark/Flink/Trino SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource/Flink