Rheem 的数据转换：利用 Databricks 和 Unity Catalog 将数据孤岛转化为可扩展的数据 Lakehouse.pdf

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1、 2025,Rheem Manufacturing Company|CONFIDENTIALTRANSFORMING DATA AT RHEEMJune 2025From Silos to Scalable Data Lakehouse with Databricks&Unity CatalogHere with you todayJoe PalombaVice President,Enterprise ApplicationsElise HaskinsSenior Manager,AI&DataAgenda3|6/11/2025About RheemRheems Databricks jou

2、rney&value to the businessEnterprise Data Platform architecture with DatabricksDecision point to move to Unity CatalogUnity Catalog migration approachTips&tricks for successful migrationUnity Catalog benefits to RheemPaloma Rheem Global|Key Highlights4PERFORMANCE$7B NET SALESWHAT WE DO50%|50%Air v W

3、ater86%|14%Residential v Commercial77%|23%U.S.v Rest of World14%|86%New Build v ReplacementKEY STATISTICSIn business for over 100 years14k+employees23 Factories in various stages of investment14 R&D Centers driving new technology600K+contractors trained#1-North America Water Heating(Residential)#1-A

4、NZWater Heating#1 Saudi/KuwaitCentral Res.Water HeatingLeading North America HVAC(Residential)#1 Latin AmericaWater Heating#1 UAE Ducted Splits#1 NL Water Heating(Residential)MARKET POSITIONS20+Data SourcesClean,governed,and unified data model10+Business Domains30+Certified Data Products 600+Tables

5、and ViewsProduction Solutions19Rheems Databricks Journey5|6/11/20255|6/11/2025Enterprise Data Platform(EDP)establishedApril 2023Spun up first Databricks workspace for first use case(MLOps)April 2023Strategic discussions to migrate to Unity CatalogSep 2024Begin Unity Catalog migrationDec 2024Complete

6、d migration to Unity Catalog March 2025No data platform Siloed data DQ challengesPrior to 2023Business value delivered across the manufacturing value chain with Databricks solutionsR&D and Product InnovationSourcing&Supply Chain PlanningQuality Assurance&ControlManufacturing&OperationsLogistics and