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spec-agents-lakehouse (lake_fabric)

Lakehouse domain pack for agent-fabric: turns CSV, JSON, XLSX, API or MCP-tool sources into generated Airflow DAGs that load Trino/Iceberg tables in bronze, silver and gold layers. Components: source_inspect, medallion_plan, airflow_dag_render, dag_check; pipelines ingest_to_lakehouse, medallion_design.

Generated code is never trusted twice: values are pprint-ed into a static template, SQL identifiers are validated and quoted, credentials live in Airflow connections, and dag_check rejects unsafe files. Incremental loads and pagination never load partial data silently.

Status: pre-release. Until the first PyPI release, install a wheel from the GitHub Releases or use uv sync --all-packages in a checkout; the pip install lines below are the PyPI names.

Names

PyPI distribution spec-agents-lakehouse
Import name lake_fabric
Directory in the monorepo packages/lakehouse
Release tag / PR scope lakehouse-vX.Y.Z / lakehouse

The distribution is named spec-agents-lakehouse because the shorter names are taken on PyPI; the import name and the entry point do not change.

Install and use

pip install spec-agents-lakehouse
python -m lake_fabric.generate params.json --sample records.json --out dags     # no LLM involved

Demo agent team (lakehouse_team, dag_engineer, dag_reviewer, schema_designer): config/ in the repository.

Metadata

Release files for spec-agents-lakehouse 0.2.1

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Source distribution for spec-agents-lakehouse 0.2.1
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Table of built distributions (wheels) for spec-agents-lakehouse 0.2.1
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spec_agents_lakehouse-0.2.1-py3-none-any.whl Python 3 none any Details

Total release size: 62.7 kB

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Release files / spec_agents_lakehouse-0.2.1-py3-none-any.whl

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0.2.1 This release

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