Discover tools that enable version control and automated deployment for SQL-based data transformation workflows in warehouses.
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
dbt-core is the open-source framework purpose-built for SQL-based data transformations in the warehouse, with native version control, incremental models, testing, documentation, and dependency management — it is the established tool for exactly this ELT workflow.