生产之路：Databricks 项目 CICD 实现无缝的内外部开发循环.pdf

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1、2024 Databricks Inc.All rights reservedPath to Production:Path to Production:CICD for Seamless Inner to Outer Dev LoopsNicole Lu and Saad Ansari(Product Managers)Nicole Lu and Saad Ansari(Product Managers)Thursday,June 13 2024Thursday,June 13 202412024 Databricks Inc.All rights reserved2024 Databric

2、ks Inc.All rights reservedIntrosIntros2Saad AnsariSaad Ansari Product Manager for Developer Ecosystem and Databricks WorkflowsNicole Jingting LuNicole Jingting Lu Product Manager for Git Connectivity and Productionization at Databricks Managed Industry Solution Accelerators at Databricks22024 Databr

3、icks Inc.All rights reserved2024 Databricks Inc.All rights reservedData Quality and consistency variation across dev and prod-will your code run successfully?Monitoring and maintenance is challenging if you cannot debug your code to root cause prod issuesCollaboration and sharing can create code con

4、flicts -you need tools and process to review and collaborate From POC to ProductionFrom POC to Production3Common challenges faced by data teamsCommon challenges faced by data teams2024 Databricks Inc.All rights reservedSoftware best practices what are they?41 setup Dev environment2 source control3 s

5、etup project4 code7 Peer reviewInner loopOuter loop8 Continuous Integrationfail5 test6 debug/refactor9 Continuous Deployment2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedCows have best friends and they get stressed when they are separatedHypothesis:Given that cows are

6、 social and form friendships,do cow BFFs take their meals togetherCows making friendsCows making friends5Reference:The Secret Life of Cows by Rosamund YoungReference:The Secret Life of Cows by Rosamund Young8:009:0010:0011:0012:0013:0014:0015:0016:0017:0018:0019:00ButterscotchNellie2024 Databricks I