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dbt-core
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
I think my friend and I are building the solution you’re talking about. A real-time data lake that is easy to setup, uses the newest tech (not Spark and Hive), and has an extensible processing layer. https://github.com/realtimedatalake/rtdl. Fingers-crossed, but it looks like we may be a funded startup soon.
Go to the dbt labs website - getdbt.com. They have great documentation and tutorials.
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