Skip to content

fix: Add lineage doc #2937

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Feb 21, 2022
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions doc/workflows/index.rst
Original file line number Diff line number Diff line change
Expand Up @@ -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
11 changes: 11 additions & 0 deletions doc/workflows/lineage/index.rst
Original file line number Diff line number Diff line change
@@ -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
70 changes: 70 additions & 0 deletions doc/workflows/lineage/sagemaker.lineage.rst
Original file line number Diff line number Diff line change
@@ -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