开源 Unity 目录.pdf

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1、2024 Databricks Inc.All rights reservedOpen Sourcing Open Sourcing Unity CatalogUnity CatalogRamesh Chandra,Denny Lee,Michelle LeonJune,20242024 Databricks Inc.All rights reservedWho Are We?Staff Product ManagerPreviously Webflow,AirbnbBased in San FranciscoTalk to me aboutDelta LakeUnity Catalog in

2、teroperabilityBest 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 Databricks Inc.All rights reservedWho Ar

3、e We?4Denny LeeSr.Staff Developer AdvocatePreviously Microsoft,SAP ConcurBased in Seattle-area(Kirkland)Talk to me aboutDelta LakeApache SparkMLflowUnity CatalogCoffeeCycling2024 Databricks Inc.All rights reservedOverviewAPI specServerClientWhats next5Agenda2024 Databricks Inc.All rights reservedOve

4、rview2024 Databricks Inc.All rights reservedChallenges todayMost cloud data platforms lack open accessData and AI assets are arbitrarily siloedGovernance across Data+AI is inconsistent and hard2024 Databricks Inc.All rights reservedWe built Unity Catalog to address these problems82024 Databricks Inc

5、.All rights reservedClientecosystemData+AI assetsUniFormUniversal standardAny assetAny clientAny engineAny formatUnity REST APIIceberg REST catalog APIDelta SharingUNITY CATALOGAI/ML FunctionsML Models Vector DBsUnity Catalog:The industrys only universal catalog for Data and AIMicrosoft FabricGoogle

6、 CloudMAJOR CLOUD PLATFORMSDATA+AI PLATFORMSCOMPUTE ENGINESLlamaIndexUNIFIED GOVERNANCEObjects VolumesImageAudioPDFTables ManagedExternalViewsDeltaIcebergHudiParquetCSVJSON2024 Databricks Inc.All rights reservedAnd now Unity Catalog is open source!102024 Databricks Inc.All rights reserved11Unity Cat