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Podcast: Software Engineering Daily
Episode: Flyte: Lyft Data Processing Platform with Allyson Gale and Ketan Umare
Description: Lyft is a ridesharing company that generates a high volume of data every day. This data includes ride history, pricing information, mapping, routing, and financial transactions. The data is stored across a variety of different databases, data lakes, and queueing systems, and is processed at scale in order to generate machine learning models, reports, and data applications.Data workflows involve a set of interconnected systems such as Kubernetes, Spark, Tensorflow, and Flink. In order for these systems to work together harmoniously, a workflow manager is often used to orchestrate them together. A workflow platform lets a...