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Talkat Scale By The Bay 2019 · 2019-11-13..11-15· [data-engineering, databases]
slides:none on file

Claims that the metadata problem for data lakes is converted into a data problem and handled with Spark so systems can process metadata in parallel, enabling interactive queries even with hundreds of millions of files. Describes a concrete implementation, Delta Lake, used internally and by customers for streaming and batch, and previews Delta pipelines to express ETL as a single data‑flow graph, managing growth from one table to thousands and planned for open source in the next months.

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