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Re:Mara: A lightweight ETL framework, halfway between plain ... by bduerst on Wednesday May 09, 2018 @11:58AM (#17030853)
Some ETLs these days are simple scripts - e.g. Spark, Dataflow - with their config files.
Re:Mara: A lightweight ETL framework, halfway between plain ... by cosmie on Wednesday May 09, 2018 @12:28PM (#17031174)
Being able to define an ETL workload within a simple script is not the same as your ETL system itself being a simple script.

While I love both Spark and Dataflow, both of them are incredibly complex distributed systems with very high operational costs. Someone, somewhere is paying a lot of money to have an operational resource maintain that complexity. Whether you have an internal devops resource doing so or you're using a managed service, you're paying for that complexity somehow. And, for a lot of workloads, you aren't actually getting any more value than you would from standing up a ~$50/month standard Debian/Ubuntu server and a set of simple scripts on it.

Re:Mara: A lightweight ETL framework, halfway between plain ... by Mironor on Thursday May 10, 2018 @08:55AM (#17038402)
You don't have to have a cluster to run spark scripts, setting master to `local` (and running it on one machine) is often enough for small anounts of data.
Re:Mara: A lightweight ETL framework, halfway between plain ... by bduerst on Thursday May 10, 2018 @12:39PM (#17040479)
They don't have high operational costs - you can run them as a script on your local machine. You're making them out to be more complex than they really are.