dbt

What it is

dbt turns SQL select statements into tables and views inside a data warehouse, tracking dependencies between models, running data tests, and generating browsable project documentation. Version 2.0 is a Rust rewrite shipped as a single binary that parses and compiles large projects faster and writes Parquet artifacts describing the project. Analytics engineers and data teams use it to version, test, and review warehouse transformations the way software teams handle application code.