Dagster automation driven by dbt metadata (Luban CI)
Project description
dbt-dagsterizer
dbt-dagsterizer is a Python package for building Dagster automation from dbt metadata.
It is designed to keep Dagster code locations mostly static, while letting developers declare orchestration intent in a small, reviewable YAML file alongside the dbt project.
Documentation
- Docs index: docs/README.md
- Getting started: docs/getting-started.md
- CLI reference: docs/concepts/cli.md
- Template docs (Dagster + dbt + StarRocks): docs/templates/.../README.md
Quick start
CLI
dbt-dagsterizer --help
Initialize orchestration intent and refresh the dbt manifest:
dbt-dagsterizer meta init --dbt-project-dir dbt_project --parse
dbt-dagsterizer meta validate --dbt-project-dir dbt_project --prepare
Python
from dbt_dagsterizer.api import build_definitions
defs = build_definitions(dbt_project_dir="./dbt_project")
If the project has no dbt models yet (no models/**/*.sql), build_definitions() still returns a minimal, always-loadable Definitions.
Development
Setup:
uv sync --dev
Run tests:
uv run pytest
Lint:
uv run ruff check .
Project details
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