diff --git a/doc/workflows/index.rst b/doc/workflows/index.rst index 4c0a92c411..bde061aaaf 100644 --- a/doc/workflows/index.rst +++ b/doc/workflows/index.rst @@ -10,3 +10,4 @@ The SageMaker Python SDK supports managed training and inference for a variety o airflow/index step_functions/index pipelines/index + lineage/index diff --git a/doc/workflows/lineage/index.rst b/doc/workflows/lineage/index.rst new file mode 100644 index 0000000000..2f64df0c82 --- /dev/null +++ b/doc/workflows/lineage/index.rst @@ -0,0 +1,11 @@ +################### +SageMaker Lineage +################### +Amazon SageMaker ML Lineage Tracking creates and stores information about the steps of a machine learning (ML) workflow from data preparation to model deployment. With the tracking information, you can reproduce the workflow steps, track model and dataset lineage, and establish model governance and audit standards. + +SageMaker APIs for creating and managing SageMaker Lineage. + +.. toctree:: + :maxdepth: 2 + + sagemaker.lineage diff --git a/doc/workflows/lineage/sagemaker.lineage.rst b/doc/workflows/lineage/sagemaker.lineage.rst new file mode 100644 index 0000000000..20ae7dd8fd --- /dev/null +++ b/doc/workflows/lineage/sagemaker.lineage.rst @@ -0,0 +1,70 @@ +Lineage +========= + + +Artifact +------------- + +.. autoclass:: sagemaker.lineage.artifact.Artifact + +.. autoclass:: sagemaker.lineage.artifact.ModelArtifact + +.. autoclass:: sagemaker.lineage.artifact.DatasetArtifact + +.. autoclass:: sagemaker.lineage.artifact.ImageArtifact + + +Actions +------------- + +.. autoclass:: sagemaker.lineage.action.Action + +.. autoclass:: sagemaker.lineage.action.ModelPackageApprovalAction + + +Association +------------- + +.. autoclass:: sagemaker.lineage.association.Association + + +Context +------------- + +.. autoclass:: sagemaker.lineage.context.Context + +.. autoclass:: sagemaker.lineage.context.EndpointContext + +.. autoclass:: sagemaker.lineage.context.ModelPackageGroup + + +Lineage Trial Component +-------------------------- + +.. autoclass:: sagemaker.lineage.lineage_trial_component.LineageTrialComponent + + +Query +------------- + +.. autoclass:: sagemaker.lineage.query.LineageEntityEnum + +.. autoclass:: sagemaker.lineage.query.LineageSourceEnum + +.. autoclass:: sagemaker.lineage.query.LineageQueryDirectionEnum + +.. autoclass:: sagemaker.lineage.query.Edge + +.. autoclass:: sagemaker.lineage.query.Vertex + +.. autoclass:: sagemaker.lineage.query.LineageQueryResult + +.. autoclass:: sagemaker.lineage.query.LineageFilter + +.. autoclass:: sagemaker.lineage.query.LineageQuery + + +Visualizer +------------- + +.. autoclass:: sagemaker.lineage.visualizer.LineageTableVisualizer