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Export subset of Oracle database

Dear Spark users, I am trying to figure out whether Spark is a good tool for my use case. I'm trying to ETL a subset of a customers/orders database from Oracle to JSON. Rougly 3-5% of the overall customers table. I tried to use the Spark JDBC datasource but it ends up fetching the entire