A modular text-to-SQL toolkit.
Project description
🐷 piglets
A modular, pre-1.0 library of text-to-SQL planning tools.
Status
piglets is currently an alpha-stage package. The API is expected to evolve before 1.0.
Current scope
Planning
The first included primitive is a LogicalPlanner that turns a natural-language analytics question into an ordered list of abstract logical steps. The logical planner is an implementation of the planner found in the Apex-SQL paper here.
The LogicalPlanner has a plan method and a parallel_plan method.
Plan aggregation tools are coming soon.
Pruning
Pruning components are planned but not included yet.
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