lythonic 0.0.11

Lightweight pythonic toolkit for building complex workflows

lythonic

Lightweight pythonic toolkit for building complex workflows.

Lythonic combines composable callable pipelines with structured SQLite persistence — two pillars that work together or independently.

Installation

uv add lythonic

Compose

Build callable pipelines and DAGs with automatic execution and provenance.

• Namespace — hierarchical registry for callables with dot-path access
• DAG — wire nodes with >>, validate types and cycles, fan-out/fan-in
• DagRunner — async execution with output wiring, pause/restart/replay
• Caching — SQLite-backed cache with probabilistic TTL refresh

State

Structured data persistence powered by SQLite and Pydantic.

• DbModel — define tables as Pydantic models with automatic DDL generation
• Schema — manage multiple tables with referential integrity
• CRUD — insert, select, update, delete with typed filtering
• Multi-tenant — built-in user-scoped access patterns via UserOwned

Documentation

Full documentation at walnutgeek.github.io/lythonic.