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Base Docker image / Dockerfile for running R jobs in AWS Batch

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Is there a recommended Docker image / Dockerfile starting point for running R scripts in AWS Batch? I have looked at a few here, and the starting image is could be any of the following: rocker, python:3.6, ubuntu:16.04 or r-base:

What are the key points to consider in choosing a good starting point for a Dockerfile for R jobs? For this particular workload, my main R packages are data.table and the tidyverse packages (no need for RStudio / Shiny server).

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