ProductionExporter - AIDflow Documentation

Execution Interface

Data Interface

Encoding Interface

Training Interface

Selection Interface

Inference Interface

from AID.production.exporter import ProductionExporter

Production deployment exporter. Serializes a fitted champion agent and generates the orchestration layer (Airflow DAG) for scheduled scoring.

Parameters

agent : WorkerBase | ModelUIBase

A fitted champion agent exposing score(data), and is_fitted.

config : ExportConfig | None

Export configuration. Defaults to nightly schedule.

Examples

from aidflow.production import ProductionExporter, ExportConfig
config   = ExportConfig()
exporter = ProductionExporter(agent, config)
paths    = exporter.export_all('./deployment/')
# paths['pickle']      → deployment/champion.pkl
# paths['airflow_dag'] → deployment/dag.py