module `mlmodel_mixin`

Mixin class containing Lineage specific methods To be used by OpenMetadata class

class `OMetaMlModelMixin`

OpenMetadata API methods related to MlModel. To be inherited by OpenMetadata

method `add_mlmodel_lineage`

add_mlmodel_lineage(
    model: MlModel,
    description: Optional[str] = None
) → Dict[str, Any]

Iterates over MlModel’s Feature Sources and add the lineage information. Args: model: MlModel containing EntityReferences description: Lineage description Returns: List of added lineage information

method `get_mlmodel_sklearn`

get_mlmodel_sklearn(
    name: str,
    model,
    description: Optional[str] = None,
    service_name: str = 'scikit-learn'
) → CreateMlModelRequest

Get an MlModel Entity instance from a scikit-learn model. Sklearn estimators all extend BaseEstimator. Args: name: MlModel name model: sklearn estimator description: MlModel description service_name: Service name to use when creating sklearn service Returns: OpenMetadata CreateMlModelRequest Entity

Lineage Mixin

Models

API Reference

Data Assets

AI SDK

SDK

Discovery

Lineage

Data Contracts

Teams And Users

Data Governance

Data Quality

Main Concepts

ML Model Mixin

module `mlmodel_mixin`

class `OMetaMlModelMixin`

method `add_mlmodel_lineage`

method `get_mlmodel_sklearn`

​module mlmodel_mixin

​class OMetaMlModelMixin

​method add_mlmodel_lineage

​method get_mlmodel_sklearn

module `mlmodel_mixin`

class `OMetaMlModelMixin`

method `add_mlmodel_lineage`

method `get_mlmodel_sklearn`