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Automated testing frameworks for validating data transformations against production state.
Distinct from Automated Code Validation: Distinct from Automated Code Validation: focuses on data-specific transformation testing rather than general code linting.
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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
Runs continuous integration jobs to validate code changes against production state, ensuring only verified data transformations are merged.