Lakeflow 简介：Databricks 上数据工程的未来.pdf

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1、2025 Databricks Inc.All rights reserved1Unified data engineering with LakeflowMichael Armbrust&Bilal Aslam1Mosaic AIArtificialIntelligenceDatabricks SQLDataWarehousingAI/BIBusinessIntelligenceLakeflowIngest,Transform,OrchestrateDataIntelligencePlatformYour data stored in an open,broadly accessible l

2、akehouse formatKnowledge of your dataMosaic AIArtificialIntelligenceDatabricks SQLDataWarehousingAI/BIBusinessIntelligenceLakeflowIngest,Transform,OrchestrateDataIntelligencePlatformYour data stored in an open,broadly accessible lakehouse formatKnowledge of your data2025 Databricks Inc.All rights re

3、served“Carol ClementsJetBlue Chief Digital&Technology OfficerYou can have all the AI in the world,but if its on a shaky data foundation,then its not going to bring you any value.”Source:Economist Impact:Unlocking enterprise AI2025 Databricks Inc.All rights reservedToday,data engineering teams face c

4、omplexity and inefficienciesInefficient data pipelinesFragmented data engineering stackComplex configuration and maintenanceRunaway costs and difficulty to innovateCostly,ungoverned tool chain Overburdened data engineers&blocked data consumers2025 Databricks Inc.All rights reservedLakeflow is the fu

5、ture of data engineering Unified solutionStreamlined ETL development Highly performant data processing LakeflowIngestTransformOrchestrateCloud storageMessage queuesDatabasesEnterprise applicationsData Intelligence PlatformData WarehousingBusiness IntelligenceAI/MLData Sharing2025 Databricks Inc.All

6、rights reservedWith the adoption of DLT,the time required to define and develop a streaming pipeline has gone from days to hours”Yue Zhang,Staff Software Engineer,Data Foundations,Block“The introduction of Databricks Assistant has truly impressed me.I no longer have to write code.What used to take m