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same place in a usable model. + +## ETL + +ETL made sense before. Storage was expensive and you only wanted to load the strictly necessary data into the target DWH. + +But this comes with problems: +- You have a lot of statefulness. +- Debugging and testing pipelines is a pain in the ass. +- You need to do transformations outside of your target database. +- Schema changes were nightmares. + +ELT is the new shiny toy: +- We read raw data from source system and load it into our DWH/Data Lake. +- We do our transformations in the target system. +- Schema changes become much more manageable. + + +## Datawarehouses and data lakes + +### Datawarehouse + +DWH -> Any database that: +- We use to ground our BI and reporting on. +- Optimized for reads. +- Typically structured in facts and dimensions. + +### Data Lake + +Decouple storage from compute. Use S3/Blob Storage/Hadoop HDFS for storage. Everything gets stored as files. Use a separate query engine, like Athena, Trino, Spark. + +### Data Lakehouse + +Just use both. A data lake with some DWH layer on top. Pretty much, a swamp of files with some governance, modelling tool sitting on top of it to control access and ease queries. + + +## The modern data stack +