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华纳音乐集团:Apache Iceberg on AWS & Snowflake(由 Snowflake 赞助).pdf

上传人: 明**** 编号:1012840 2025-12-21 39页 748.10KB

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Michael JonesDirector of Software EngineeringWarner Music GroupWilliam MerchanGlobal Media&Enterta

2、inment Industry LeadSnowflakeWarner Music Group:Apache Iceberg on AWS&Snowflake A N T 2 0 5-S 2025 Snowflake Inc.All Rights ReservedSpeakersMichael JonesDirector of Software EngineeringWarner Music GroupWilliam MerchanGlobal Media&Entertainment Industry LeadSnowflake 2025 Snowflake Inc.All Rights Re

3、servedAgendaIntro to IcebergWarner Music Group Customer Use CaseQ&A 2025 Snowflake Inc.All Rights ReservedApache IcebergIceberg is an open table format for huge analytic datasets.It enables high-perf analytics on open data formats.Provides consistent view of table data to many query engines and make

4、s it possible to change tables easily over time.Provides oft missing features on lakes-ACID compliance,high performance,consistency,and evolution support.Agnostic to processing enginesSchema evolution and high performance Strongest open source community5What is Iceberg,what does it do,and why is it

5、important?What it isUse caseMajor benefitsUnique features 2022 Snowflake Inc.All Rights ReservedEFFICIENCYExternal storage is lower,or easier to rationalize,or both.Concerned about“2 copies”of data.WHAT WE HAVE HEARD FROM CUSTOMERS6CONTROLConcern about vendor lock-in;want an open design for control.

6、ECOSYSTEMUse multiple tools to work with their data now,or in the future.Want similar pattern as competitors.2025 Snowflake Inc.All Rights ReservedWhy choose Iceberg as open table format?7PROJECT VELOCITYVIBRANT ECOSYSTEMINTEROPERABILITYMany active contributors from several organizations ensures lon

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根据报告的内容,全文主要内容概括如下: - **Apache Iceberg介绍**:Iceberg是一个用于大型分析数据集的开源表格式,支持高效率分析,提供对表数据的持续视图,并易于表结构变更。 - **Iceberg优势**:提供ACID合规性、高性能、一致性和演进支持,对处理引擎无依赖,支持模式演进和高性能,拥有强大的开源社区。 - **Warner Music Group案例**:WMG面临跨平台数据访问和转换的挑战,通过采用Iceberg实现了数据平台的互操作性,提高了效率,简化了数据访问。 - **Iceberg应用**:WMG使用Iceberg实现了Snowflake和Databricks之间的无缝互操作,减少了数据复制和计算需求,提高了数据访问速度。 - **关键数据**:WMG通过Iceberg每月处理10亿次查询,减少了70%的EC2计算和复制需求。 - **成果**:WMG实现了数据访问的简化、洞察力的加速和AI探索的统一。
开启数据湖新时代?" "Snowflake与Databricks,Iceberg如何助力互操作?" "Warner Music如何用Iceberg实现数据互操作性?"
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