Python and DataFramescoming soon

Work with cross-system data in Python using Arrow, pandas, Polars, and Ibis.

Use ActQL from the Python tools you already have:

1. Python SDK — run SQL / AQL and Programs from Python.
2. Polars — read into a DataFrame through ADBC / Arrow Flight SQL.
3. pandas — read SQL results into a DataFrame over an ADBC connection.
4. Pydantic — validate and use ActQL's input and output types as Pydantic models.
5. Ibis — an Ibis backend with lazy query pushdown.

Polars and pandas use the standard SQL drivers and Arrow interfaces rather than a new execution engine.

Python SDK         ──────────────────────→  ActQL
Polars / pandas    ──ADBC / Flight SQL──→  ActQL
Pydantic models    ←── input / output types ──  ActQL

Coming soon.