dbt-alternative 开源项目推荐（8 个）

rocky-data /rocky

一个SQL转换引擎，能对整个流水线进行类型检查，并在变更运行前捕捉破坏性变更——分支、重放、列级沿袭、编译时合同、每个模型的成本。适配器：Databricks、Snowflake、BigQuery、DuckDB。单一静态Rust二进制。Apache 2.0。

Zipstack /visitran

Agentic & No-Code Data Transformations

interlace-sh /interlace

Python and SQL models in one DAG. Transformation, orchestration and durable streaming ingestion in a single process.

ravidhu /qraft

Lightweight SQL templating & orchestration tool with a Rust core — DAG-based dependency resolution, parallel execution, and multi-engine support (DuckDB, Trino, PostgreSQL, MySQL).

FFTLabs /FastFlowTransform

SQL & Python data transformation framework for ETL pipelines (DuckDB, Postgres, BigQuery, Databricks, Snowflake)

SQLAnvil /sqlanvil

Analytics engineering for Postgres & Supabase — Dataform-style SQL workflows (SQLX, refs, assertions, incremental tables, materialized views), with first-class BigQuery and MySQL/MariaDB support.

SQLAnvil /supabase-sqlanvil-starter

Analytics engineering for Supabase in ~5 min — a ready-to-run SQLAnvil starter (derived tables, incremental rollups, materialized views, assertions, scheduled runs).

RIItaonly /commerce-intelligence-platform

Olist 电商数据的端到端数据科学平台：数仓、BI 看板、流失/推荐/预测模型、FastAPI 服务。