与 Adidas 一起大规模迁移和采用 Unity Catalog.pdf

1、2024 Databricks Inc.All rights reservedUNITY CATALOG UNITY CATALOG MIGRATION&MIGRATION&ADOPTION AT SCALE ADOPTION AT SCALE WITH ADIDASWITH ADIDASJince James|Sweta PattnaikJince James|Sweta Pattnaik12.06.202412.06.20242024 Databricks Inc.All rights reservedJince JamesResident Solutions ArchitectDatab

2、ricksSweta PattnaikDirector Platform EngineeringadidasKNOW YOUR PRESENTERSKNOW YOUR PRESENTERS2024 Databricks Inc.All rights reservedADIDAS DATA JOURNEYADIDAS DATA JOURNEYWHAT IS UNITY CATALOGWHAT IS UNITY CATALOGADIDAS LAKEHOUSE ARCHITECTURE ADIDAS LAKEHOUSE ARCHITECTURE MOTIVATION TO INTRODUCE UNI

3、TY CATALOG AT ADIDASMOTIVATION TO INTRODUCE UNITY CATALOG AT ADIDASUNITY CATALOG UPGRADE JOURNEY AT ADIDASUNITY CATALOG UPGRADE JOURNEY AT ADIDASUNITY CATALOG ADOPTION AT SCALE AT ADIDASUNITY CATALOG ADOPTION AT SCALE AT ADIDASKNOW WHAT DATA LEADERS SAY ABOUT UNITY CATALOG AT ADIDASAGENDA2024 Databr

4、icks Inc.All rights reserved2024 Databricks Inc.All rights reservedADIDAS DATA JOURNEY2024 Databricks Inc.All rights reservedDATA ANALYTICS JOURNEY AT ADIDAS20212023End of 2024Data Science/MLLocal Functional Data warehouse/Marts&ReportingGlobal Datawarehouse&BIOne system i.e.,Databricks-Data Analysi

5、s-BI-Data Science/MLWith decentralized governance by Glue&IAM rolesUnified Unified System in D&ASystem in D&AOne system with centralized Governance by Unity CatalogLEGACYLEGACYADOPTION OF UNITY ADOPTION OF UNITY IN DATABRICKSIN DATABRICKSMIGRATION TO MIGRATION TO DATABRICKSDATABRICKSMultiple Systems

6、 iMultiple Systems in D&A D&A Unified Governance Unified Governance on same Unified Platform byUnified Platform by Unity CatalogUnity CatalogDifferent Systems2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedLAKEHOUSE INADIDAS2024 Databricks Inc.All rights reserved270+DAT