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Posted to dev@atlas.apache.org by "Karthik Manamcheri (Jira)" <ji...@apache.org> on 2019/10/08 02:05:00 UTC
[jira] [Issue Comment Deleted] (ATLAS-3432) Add Machine Learning
Governance integration
[ https://issues.apache.org/jira/browse/ATLAS-3432?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Karthik Manamcheri updated ATLAS-3432:
--------------------------------------
Comment: was deleted
(was: This integration is very specific to one component, the Cloudera Data Science Workbench. This Jira should be renamed to state that. )
> Add Machine Learning Governance integration
> -------------------------------------------
>
> Key: ATLAS-3432
> URL: https://issues.apache.org/jira/browse/ATLAS-3432
> Project: Atlas
> Issue Type: New Feature
> Components: atlas-core
> Affects Versions: 3.0.0
> Reporter: Na Li
> Assignee: Na Li
> Priority: Major
>
> Managing machine learning models and its deployments are getting more important over time. Adding their metadata into Atlas is the key step.
> This update adds new entity types for ML governance, and implements the Hook defined for ML governance.
> * Atlas entities for machine learning metadata are defined.
> * The Hook API is defined for customer governance service to call to store ML metadata.
> * An implementation of the Hook API is provide that converts machine learning metadata to lineage notifications and send them to Atlas.
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