Unity Catalog 开源简介：数据 + AI 的统一治理和互操作性.pdf

1、2024 Databricks Inc.All rights reservedOpen Data Open Data Lakehouse with Lakehouse with Unity Catalog Unity Catalog Open SourceOpen SourceRamesh Chandra and Michelle LeonJune,20242024 Databricks Inc.All rights reservedWho Are We?Staff Product ManagerPreviously Webflow,AirbnbBased in San FranciscoTa

2、lk to me aboutDelta LakeUnity Catalog interoperabilityBest burritos in the Mission neighborhood 2Michelle Leon2024 Databricks Inc.All rights reservedWho Are We?Principal Software EngineerPreviously Google,NutanixBased in Mountain ViewTalk to me aboutUnity CatalogGovernanceSharing3Ramesh Chandra2024

3、Databricks Inc.All rights reservedWhat is a catalog?Challenges todayUnity Catalog OSSDemosRoadmap ahead4Agenda2024 Databricks Inc.All rights reserved5What is a catalog?2024 Databricks Inc.All rights reserved6A great catalog enables you toManage data and AI assets in one placeGovern assets through a

4、single source of truthLeverage best-of-breed tools with your data1232024 Databricks Inc.All rights reservedCatalogs are the source of truth for critical properties about your assets2024 Databricks Inc.All rights reservedCatalogs are the source of truth for critical properties about your assetsTable

5、metadata for lakehouse formats-Table name-Schema-Storage location-Storage format-Created at-Type2024 Databricks Inc.All rights reservedCatalogs are the source of truth for critical properties about your assetsTable metadata for lakehouse formatsGovernance and access control-Table name-Schema-Storage

6、 location-Storage format-Created at-Type-Roles and permissions-Users/groups-Data masking policies-Access logs-Compliance tags-Credential management2024 Databricks Inc.All rights reservedCatalogs are the source of truth for critical properties about your assetsTable metadata for lakehouse formatsGove