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Using Spark and data lakes to build an ETL pipeline for a data lake hosted on AWS S3. First we will load json data from an S3 bucket and process the data using a Spark cluster on AWS, into analytical tables and utilizing a star schema. Then we will load the tables into a new S3 bucket.