健康数据交付：Lakeflow 声明式管道如何为 HealthVerity 市场提供支持.pdf

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1、Health Data,DeliveredHow Lakeflow Declarative Pipelines Powers the HealthVerity MarketplaceRon DeFreitas,HealthVerityJune 12,2025Forward-looking StatementThis presentation has been prepared for informational purposes only.The information set forth herein does not purport to be complete or contain al

2、l relevant information.Statements contained herein are made as of the date of this presentation unless stated otherwise.This presentation and the accompanying oral commentary may contain forward-looking statements.In some cases,forward-looking statements can be identified by terms such as“may”,“will

3、”,“should”,“expects”,“plans”,“anticipates”,“could”,“intends”,“projects”,“believes”,“estimates”,“predicts”,or“continue”,or the negative of these words or other similar terms or expressions that concern Databricks expectations,strategy,plans,or intentions.Forward-looking statements are based on inform

4、ation available at the time those statements are made and are inherently subject to risks and uncertainties that could cause actual results to differ materially from those expressed in or suggested by the forward-looking statements.Forward-looking statements should not be read as a guarantee of futu

5、re performance or outcomes.Except as required by law,Databricks does not undertake any obligation to publicly update or revise any forward-looking statement,whether as a result of new information,future developments or otherwise.3Ron DeFreitasSoftware BackgroundHands on data engineer&architectModern

6、izing Healthcare Data at ScaleSupporting HVs massive RWD marketplaceClean patternsDeveloper empowerment4Principal Data EngineerThe Challenge:Stalled at TakeoffData Migration ProblemsLegacy Spark on EMR with Airflow OrchestrationHundreds of SQL-Based PipelinesParquet+HIVENo Unit TestingNo Live Qualit