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Command-line tools for managing, testing, and documenting data transformations using modular SQL and version control.
Distinct from SQL Data Modeling: Distinct from SQL Data Modeling: focuses on the full lifecycle of transformation, testing, and deployment rather than just schema definition.
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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
Provides a command-line framework for transforming, testing, and documenting data within a warehouse using modular SQL and version control.