ACID Transaction Support

Qubole now provides out-of-the-box support for ACID transactions to meet data engineering and privacy requirements. Qubole supports insert, update, and delete transactions for ORC files in Spark, Presto and Hive. Write support is available for Spark and Hive; read access is available for all these engines. Delete and update transaction support allows you to meet right-to-erasure and right-to-rectify requirements stemming from GDPR and CCPA regulations efficiently and at scale.

Enhanced Audit Framework

Qubole auditing now provides access to detailed logs of the actions of privileged or administrative users performing tasks such as managing accounts, managing users and roles, and configuring security settings.