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Performing updates, deletes, and merges on tables as atomic transactions.
Distinct from Table Data Resetting: Focuses on the atomic modification of records rather than simply resetting/clearing the table state.
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Delta is a lakehouse table format that brings ACID transactions and data warehouse consistency to large scale data lakes on cloud object storage. It serves as an ACID transaction manager, coordinating atomic commits and serializable isolation for concurrent reads and writes across distributed compute engines. The project provides a multi-engine interoperability layer that uses format translation to allow diverse SQL engines and processing frameworks to read and write the same tables. It functions as a data versioning system, utilizing a transaction log to enable time travel, historical snapsh
Updates, deletes, or merges records into existing tables using batch jobs or programmatic APIs.