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SQL-based configurations for tables that maintain state through incremental refreshes.
Distinct from Table Data Processing: Distinct from Table Data Processing: focuses on the declarative definition of self-maintaining incremental tables rather than general row-level operations.
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dbt-core is a command-line framework for transforming data within a warehouse using modular SQL and version control. It functions as a data transformation engine that enables users to define data structures and business logic through declarative configuration files, which the system then compiles into executable code. By managing complex data dependencies through a directed acyclic graph, it ensures that transformation tasks execute in the correct order while maintaining a manifest-driven state to track lineage and execution history. The project distinguishes itself through an adapter-based d
Configures target states using SQL statements that the warehouse maintains through incremental refreshes.