Security Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 58 3.5 Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Beeline 1.9.0-SNAPSHOT • Kyuubi Server • Kyuubi Engine • Kyuubi Hive Bee- line Spark Engine 3.1 to 3.5 A Spark distribution Flink Engine 1.16/1.17/1.18 A Flink distribution Trino Engine N/A A Trino cluster Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion

Security Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57 3.5 Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

Business Intelligence Tools and SQL IDEs ODBC Drivers Thrift APIs RESTful APIs and Clients Web UI Python Client Commons Extension Guide Extensions Server Side Extensions Engine Side Extensions Connectors lib Beeline 1.9.0- SNAPSHOT Kyuubi Server Kyuubi Engine Kyuubi Hive Beeline Spark Engine 3.1 to 3.5 A Spark distribution Flink Engine 1.16/1.17/1.18 A Flink distribution Component Role Version Remarks established. A timeout value of infinite timeout. Key Default Meaning kyuubi.engine.chat.gpt.model gpt-3.5-turbo ID of the model used in ChatGPT. Available m Model overview. kyuubi.engine.chat.java.options

Security Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 56 3.5 Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

Security Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 56 3.5 Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

Security Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 56 3.5 Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 3.5 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 3.5 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 3.5 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 3.5 Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Upgrading from Kyuubi 1.7.1 to 1.7.2 • Since Kyuubi 1.7.2, for Kyuubi BeeLine, please use --python-mode option to run python code or script. Upgrading from Kyuubi 1.7.0 to 1.7.1 • Since Kyuubi 1.7.1, protocolVersion SQL is refactored to INTERACTIVE, because Kyuubi supports not only SQL session, but also SCALA and PYTHON sessions. User need to use INTERACTIVE sessionType to look up the session event. • Since Kyuubi