Package org.apache.flink.table.ml

Interface ModelProvider

All Known Subinterfaces:

AsyncPredictRuntimeProvider, PredictRuntimeProvider

@PublicEvolving
public interface ModelProvider

Model Provider defines how to handle models from a particular provider. For example, how to do model inference for the models from a provider.

There could be but not limited to these types of model providers:

• Public vendors. (e.g.OpenAI, Anthropic, Deepseek etc.)
• Flink native. (model trained natively by Flink)

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static interface	ModelProvider.Context	Context for creating runtime providers.

Method Summary

Modifier and Type	Method	Description
ModelProvider	copy()	Creates a copy of this instance during planning.

Method Detail

copy

ModelProvider copy()

Creates a copy of this instance during planning. The copy should be a deep copy of all mutable members.