Rec Room 如何使用 Databricks 和 RudderStack 每天处理数十亿个事件.pdf

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1、Rec Room RudderStackHow Rec Room Processes Billions of Events Per Day with Databricks and RudderStackDatabricks2023Albert HuSenior Analytics EngineerRec RoomLewis MbaeHead of Customer EngineeringRudderStackAbout Rec Room Rec Room is the best place to build and play games together.With more than 80M

2、lifetime users,you can party up with friends from all around the world to play,hang out,explore MILLIONS of player-created rooms,or build something new!Founded in 2016More Users,More DataMaking Impact with Data at Rec RoomData-driven culture powered by high data volume and quick adoptionA/B Test as

3、many decisions and features as possibleRecommend new,interesting rooms and items to playersShare metrics with Creators to help grow their player baseRec Rooms Data ChallengesDisparate data sourcesDisparate data destinationsMultiple environmentsdevprodamplitudefacebookazure event hubs webhookflutterd

4、atabricks150+experiments launched as of Q2 2023 Started A/B testing March 2022One A/B test,big impactFrom a negative to positive 25%change in chat messages between playersChat Messages RudderStack is the leading lakehouse native customer data platform.RudderStack runs on top of your lakehouse and do

5、es not store data,alleviating security concerns,reducing costs,and unlocking the value of your lakehouse investment Founded in 2019About RudderStack10The Data Activation LifecycleRec Room Data ArchitectureEvent StreamDatabricks Unity CatalogEvent StreamSourcesCloud ToolsReverse ETL dbt ModelingWhat

6、is RudderStack Transformations?12Transformations lets users customize event data in real-time using JavaScript or Python.Benefits:Guarantee high quality dataSecure and build data trustQuickly adapt to new business needsSourcesDestinationsTransformationsHow Rec Room uses TransformationsFiltering even